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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SEPTIN7 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
73.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
171.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
166.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
165.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
164.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
146.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
144.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
143.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
134.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
130.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
126.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
125.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
116.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
116.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
114.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
114.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
114.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
112.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
111.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
110.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
110.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
108.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
108.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
107.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
106.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
106.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
105.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
104.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
104.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
104.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
103.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
103.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
101.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
101.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
100.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
99.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
98.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
98.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
97.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
96.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
96.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
95.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
94.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
93.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
93.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
93.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
92.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
91.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
91.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
91.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
90.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
90.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
90.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
90.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
89.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
89.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
89.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
87.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
87.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
87.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
86.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
86.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
86.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
86.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
86.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
86.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
86.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
86.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
86.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
85.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
85.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
85.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
84.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
84.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
83.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
83.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
83.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
83.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
83.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
82.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
82.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
82.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
82.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
81.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
80.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
80.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
80.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
80.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
80.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
80.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
80.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
80.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
79.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
79.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
79.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
79.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
79.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
78.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
78.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
78.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
78.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
76.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
76.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
76.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
75.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
75.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
75.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
75.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
75.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
74.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
74.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
74.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
73.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
73.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
73.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
73.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
73.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
73.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
72.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
72.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
72.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
72.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
72.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
71.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
71.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
71.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
71.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
71.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
70.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
70.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
69.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
69.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
69.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
68.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
68.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
68.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
68.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
67.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
67.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
67.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
67.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
67.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
67.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
66.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
66.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
66.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
66.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
66.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
66.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
65.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
65.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
65.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
65.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
65.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
64.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
63.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
63.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
63.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
62.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
62.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
62.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
61.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
61.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
61.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
60.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
60.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
60.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
60.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
60.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
60.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
60.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
60.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
60.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
59.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
59.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
59.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
59.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
58.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
58.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
58.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
58.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
58.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
57.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
57.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
56.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
56.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
56.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
56.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
56.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
56.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
55.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
55.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
55.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
55.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
55.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
54.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
54.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
53.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
53.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
53.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
52.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
52.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
52.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
52.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
52.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
52.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
51.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
51.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
51.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
51.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
51.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
51.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
51.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
50.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
50.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
50.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
50.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
50.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
49.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
49.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
49.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
48.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
48.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
47.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
47.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
46.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
46.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
45.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
45.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
45.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
44.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
44.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
44.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
44.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
43.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
43.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
42.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
41.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
41.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
40.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
39.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
36.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 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.
SEPTIN7 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
44.3
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
95.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
94.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
88.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
86.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
85.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
84.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
83.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
82.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
81.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
79.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
77.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
77.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
73.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
73.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
72.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
72.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
72.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
71.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
69.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
68.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
68.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
67.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
67.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
66.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
66.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
66.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
66.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
65.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
65.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
64.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
64.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
64.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
64.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
63.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
63.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
63.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
63.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
63.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
62.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
62.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
62.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
62.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
62.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
61.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
61.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
61.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
61.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
60.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
60.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
59.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
59.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
59.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
59.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
59.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
59.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
59.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
58.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
58.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
58.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
57.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
57.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
57.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
57.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
57.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
57.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
57.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
57.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
57.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
57.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
56.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
56.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
56.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
56.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
56.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
56.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
56.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
56.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
56.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
55.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
55.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
55.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
55.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
55.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
55.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
55.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
55.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
55.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
55.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
54.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
54.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
54.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
54.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
54.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
54.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
54.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
54.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
54.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
54.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
54.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
54.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
54.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
54.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
54.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
54.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
54.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
53.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
53.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
53.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
53.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
53.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
53.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
52.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
52.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
52.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
52.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
52.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
52.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
52.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
52.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
52.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
52.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
52.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
52.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
51.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
51.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
51.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
51.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
51.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
51.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
51.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
51.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
51.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
51.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
51.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
51.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
50.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
50.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
50.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
50.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
50.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
50.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
50.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
50.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
50.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
50.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
50.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
50.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
50.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
50.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
50.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
50.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
50.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
49.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
49.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
49.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
49.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
49.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
49.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
49.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
49.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
49.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
48.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
48.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
48.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
48.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
48.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
47.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
47.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
47.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
47.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
47.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
47.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
47.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
47.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
47.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
47.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
47.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
47.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
46.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
46.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
46.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
46.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
46.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
46.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
45.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
45.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
45.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
45.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
45.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
45.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
45.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
45.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
45.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
44.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
44.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
44.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
44.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
44.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
44.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
43.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
43.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
43.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
43.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
43.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
43.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
43.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
42.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
42.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
42.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
41.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
40.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
40.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
40.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
40.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
40.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
39.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
39.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
39.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
39.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
38.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
38.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
37.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
37.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
37.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
36.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
36.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
35.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
33.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
31.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
SEPTIN7 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
81.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
158.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
152.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
132.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
129.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
127.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
127.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
119.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
118.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
117.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
114.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
114.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
113.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
112.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
109.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
108.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
104.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
102.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
100.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
99.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
99.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
99.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
97.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
97.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
96.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
95.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
94.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
93.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
93.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
92.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
92.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
91.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
90.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
89.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
88.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
87.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
86.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
86.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
84.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
84.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
84.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
83.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
81.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
81.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
80.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
80.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
77.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
77.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
76.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
76.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
75.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
75.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
73.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
72.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
72.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
72.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
69.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
69.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
68.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
68.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
68.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
67.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
66.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
66.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
64.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
62.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
61.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
61.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
60.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
60.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
59.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
57.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
57.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
57.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
57.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
57.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
56.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
56.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
55.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
55.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
54.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
53.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
51.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
50.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
45.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
43.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
39.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
SEPTIN7 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
44.3
Number of samples
207
Samples
Sample
Description
TPM
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
94.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
87.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
80.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
75.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
74.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
72.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
72.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
70.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
68.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
67.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
65.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
65.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
64.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
62.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
62.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
62.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
62.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
61.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
61.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
61.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
60.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
60.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
60.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
60.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
59.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
59.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
58.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
57.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
57.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
57.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
56.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
56.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
56.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
56.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
55.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
55.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
55.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
54.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
54.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
53.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
53.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
53.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
53.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
52.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
51.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
51.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
51.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
51.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
51.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
50.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
50.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
50.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
50.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
50.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
49.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
49.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
49.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
49.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
49.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
48.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
48.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
48.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
48.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
48.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
48.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
48.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
47.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
47.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
47.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
46.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
46.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
46.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
46.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
46.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
46.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
46.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
46.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
46.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
46.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
45.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
45.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
45.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
44.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
44.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
44.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
44.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
43.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
43.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
43.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
43.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
43.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
42.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
42.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
41.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
41.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
40.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
40.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
39.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
39.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
39.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
37.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
36.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
35.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
35.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
30.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
28.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
