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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.
TCEAL9 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
58.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
221.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
174.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
155.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
148.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
139.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
138.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
135.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
131.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
131.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
129.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
122.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
121.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
118.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
117.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
116.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
115.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
114.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
113.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
109.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
105.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
105.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
105.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
104.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
102.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
100.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
99.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
99.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
99.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
98.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
98.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
96.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
95.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
95.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
95.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
95.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
95.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
94.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
94.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
93.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
93.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
92.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
92.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
91.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
90.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
90.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
89.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
89.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
88.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
88.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
87.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
85.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
84.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
84.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
84.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
82.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
80.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
80.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
79.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
79.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
78.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
78.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
78.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
77.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
77.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
77.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
77.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
75.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
75.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
74.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
74.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
73.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
73.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
73.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
73.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
72.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
72.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
70.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
70.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
70.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
70.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
69.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
69.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
68.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
68.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
67.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
67.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
66.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
65.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
65.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
65.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
65.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
64.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
64.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
63.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
63.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
63.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
63.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
62.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
61.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
61.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
61.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
61.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
61.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
60.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
60.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
59.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
59.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
58.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
58.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
58.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
57.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
57.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
57.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
57.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
57.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
56.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
56.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
56.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
56.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
55.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
55.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
55.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
55.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
54.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
53.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
53.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
53.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
52.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
52.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
52.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
52.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
52.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
52.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
52.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
52.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
51.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
51.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
51.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
51.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
51.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
51.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
48.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
48.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
48.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
47.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
47.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
46.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
46.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
46.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
46.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
45.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
45.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
44.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
44.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
44.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
44.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
44.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
43.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
42.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
42.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
42.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
41.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
40.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
40.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
40.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
37.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
36.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
35.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
34.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
31.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
TCEAL9 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
15.3
Number of samples
486
Samples
Sample
Description
TPM
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
45.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
41.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
4.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
3.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
3.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
2.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 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.
TCEAL9 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
61.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
172.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
166.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
159.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
139.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
132.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
125.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
117.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
117.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
111.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
105.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
103.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
101.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
99.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
97.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
95.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
93.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
91.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
90.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
90.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
89.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
88.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
82.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
81.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
78.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
78.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
76.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
75.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
74.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
72.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
70.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
69.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
69.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
68.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
68.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
66.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
65.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
62.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
60.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
59.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
59.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
56.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
55.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
53.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
53.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
52.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
51.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
51.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
51.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
51.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
49.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
49.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
48.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
48.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
46.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
46.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
44.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
44.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
44.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
42.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
37.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
37.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TCEAL9 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
4.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
4.0
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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
