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Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival, using best separation (to the left) and median separation (to the right). Patients were divided based on level of expression into one of the two groups "low" or "high". Below each Kaplan-Meier plot, corresponding expression cutoff, 5-year survival for patients with high expression, 5-year survival for patients with low expression and log-rank P value are displayed. For melanoma and glioma, 3-year survival is shown. The survival analysis is described in Assays & Annotation.
The tabs at the top of the survival analysis section can be used to switch between the different cancer subtypes.
Colorectal cancer
Colon Adenocarcinoma (COAD)
Rectum Adenocarcinoma (READ)
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
47.2 FPKM
34.5 FPKM
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.
55%
55%
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.
62%
64%
Log-rank P valuei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. 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 changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
Stage:
TCGA RNA samplesi
RNA-seq data is reported as median 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 FPKM
44.6
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-EI-7004-01A
37 years, female, white
331.5
TCGA-D5-6534-01A
62 years, female, white, stage:iia
279.3
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic
273.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib
222.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia
212.8
TCGA-AZ-4323-01A
37 years, male, white, stage:iv
199.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic
180.8
TCGA-G4-6302-01A
90 years, female, white, stage:iia
177.7
TCGA-DC-6156-01A
62 years, male, white, stage:iva
156.1
TCGA-AF-2690-01A
77 years, female, white, stage:iiic
156.1
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib
150.7
TCGA-F5-6464-01A
77 years, female, white, stage:iiic
149.9
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia
144.2
TCGA-CA-6717-01A
57 years, male, asian, stage:iia
141.7
TCGA-AG-3731-01A
65 years, male, stage:iv
137.7
TCGA-G4-6314-01A
76 years, female, white, stage:iv
136.6
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic
130.1
TCGA-A6-6649-01A
66 years, male, white, stage:iiib
128.0
TCGA-DC-6681-01A
70 years, female, white, stage:iva
127.0
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic
126.5
TCGA-F4-6703-01A
64 years, male, white, stage:iia
125.9
TCGA-D5-6928-01A
80 years, male, white, stage:iia
125.7
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i
125.5
TCGA-A6-6654-01A
65 years, female, white, stage:iiib
124.0
TCGA-CM-5348-01A
72 years, male, white, stage:iiib
123.5
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib
123.3
TCGA-CM-6162-01A
48 years, female, white, stage:iiib
123.1
TCGA-AA-A00O-01A
83 years, female, stage:iiic
122.6
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic
121.7
TCGA-F5-6812-01A
67 years, male, white, stage:iia
121.0
TCGA-AA-3489-01A
75 years, male, stage:ii
115.8
TCGA-EI-6884-01A
71 years, male, white, stage:iiia
114.6
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia
110.1
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic
109.5
TCGA-F5-6864-01A
74 years, female, white, stage:iiib
109.1
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia
108.8
TCGA-AG-3901-01A
67 years, female, stage:iiib
107.9
TCGA-G4-6627-01A
84 years, male, white, stage:iia
107.4
TCGA-CK-4947-01B
46 years, female, white, stage:iiib
106.9
TCGA-F5-6702-01A
71 years, male, white, stage:iva
106.6
TCGA-AZ-6603-01A
77 years, female, white
106.3
TCGA-A6-6138-01A
61 years, male, white, stage:i
100.3
TCGA-F4-6569-01A
60 years, male, white, stage:i
99.9
TCGA-AH-6547-01A
79 years, female, white
97.2
TCGA-CM-4751-01A
62 years, male, white, stage:iiib
97.1
TCGA-AD-6899-01A
84 years, male, white, stage:iiic
96.7
TCGA-F4-6805-01A
58 years, female, white, stage:iia
95.3
TCGA-F4-6807-01A
51 years, female, white, stage:iiic
94.5
TCGA-G4-6310-01A
69 years, male, white, stage:iiib
94.4
TCGA-CI-6620-01A
41 years, female, white, stage:iva
94.2
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib
93.6
TCGA-AA-3496-01A
83 years, female, stage:ii
93.3
TCGA-AF-2687-01A
57 years, male, white, stage:iiic
92.9
TCGA-F4-6809-01A
52 years, female, white, stage:iva
92.7
TCGA-A6-2675-01A
78 years, male, white, stage:iia
91.6
TCGA-D5-6541-01A
49 years, male, white, stage:iia
91.4
TCGA-F4-6463-01A
51 years, male, white, stage:iia
91.3
TCGA-AD-6964-01A
58 years, male, white
89.3
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv
88.2
TCGA-F5-6571-01A
62 years, female, white, stage:iia
88.0
TCGA-EI-6514-01A
59 years, female, white, stage:iia
87.6
TCGA-A6-6782-01A
82 years, male, white, stage:iib
86.9
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia
86.9
TCGA-F4-6460-01A
51 years, female, white, stage:iiib
86.3
TCGA-CM-6172-01A
70 years, female, white, stage:iiib
84.7
TCGA-CI-6621-01A
63 years, male, white, stage:iiib
82.5
TCGA-AA-A01D-01A
47 years, female, stage:iiic
80.6
TCGA-G4-6625-01A
77 years, female, white, stage:iia
79.8
TCGA-AH-6549-01A
66 years, male, white
79.5
TCGA-F4-6459-01A
61 years, female, white, stage:iiib
78.9
TCGA-DC-6158-01A
70 years, male, white, stage:i
77.0
TCGA-CM-5860-01A
44 years, male, white, stage:iia
76.8
TCGA-EI-6917-01A
33 years, male, white, stage:iiia
76.8
TCGA-EI-6506-01A
78 years, female, white, stage:iia
75.8
TCGA-AF-3400-01A
54 years, male, white, stage:iia
75.1
TCGA-CA-6719-01A
77 years, male, asian, stage:iia
74.9
TCGA-CM-6679-01A
58 years, male, white, stage:iia
74.1
TCGA-CM-6165-01A
74 years, male, white, stage:iia
72.5
TCGA-AG-3728-01A
73 years, male, stage:iiib
72.1
TCGA-F4-6570-01A
78 years, female, white, stage:iia
72.1
TCGA-D5-6924-01A
68 years, male, white, stage:iia
71.8
TCGA-AD-6901-01A
78 years, male, white
70.9
TCGA-F5-6811-01A
72 years, female, white, stage:iia
70.1
TCGA-CI-6624-01C
53 years, female, white, stage:i
69.2
TCGA-CK-6748-01A
45 years, female, white, stage:iv
68.5
TCGA-D5-6931-01A
77 years, male, white, stage:iiic
67.8
TCGA-AG-3890-01A
62 years, male, stage:i
67.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv
67.0
TCGA-G4-6628-01A
78 years, male, white, stage:i
66.9
TCGA-D5-6539-01A
45 years, female, white
66.6
TCGA-AG-4001-01A
74 years, female, stage:iia
66.5
TCGA-CM-6161-01A
36 years, female, white, stage:i
66.3
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia
65.8
TCGA-D5-6898-01A
51 years, female, white, stage:i
65.8
TCGA-AF-2692-01A
54 years, female, white, stage:iia
65.4
TCGA-AH-6644-01A
73 years, male, white
65.1
TCGA-D5-6922-01A
76 years, male, white, stage:iiia
65.0
TCGA-AA-3982-01A
75 years, male, stage:iiib
64.8
TCGA-D5-5539-01A
60 years, male, white, stage:iiia
64.1
TCGA-F5-6465-01A
64 years, female, white, stage:iia
63.4
TCGA-A6-4107-01A
57 years, female, white, stage:iiib
63.4
TCGA-AG-3593-01A
72 years, female, stage:iia
63.3
TCGA-CM-6677-01A
75 years, female, white, stage:iia
63.1
TCGA-CI-6619-01B
41 years, male, white, stage:iv
63.1
TCGA-AA-3520-01A
86 years, female, stage:ii
63.1
TCGA-EI-6508-01A
48 years, female, white, stage:iiib
62.9
TCGA-F4-6854-01A
77 years, female, white, stage:iia
62.5
TCGA-D5-6926-01A
65 years, male, white, stage:iiib
62.2
TCGA-AF-4110-01A
77 years, male, white, stage:iva
62.1
TCGA-D5-6923-01A
57 years, male, white, stage:i
62.1
TCGA-A6-6142-01A
56 years, female, white, stage:iva
61.7
TCGA-A6-2677-01B
68 years, female, white, stage:iiic
61.5
TCGA-AF-6136-01A
72 years, female, white, stage:iiib
61.2
TCGA-CM-5863-01A
60 years, female, white, stage:iiib
61.0
TCGA-CA-5797-01A
56 years, male, asian, stage:iia
60.9
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib
60.8
TCGA-AZ-6607-01A
69 years, male, white, stage:iv
60.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia
60.2
TCGA-CM-6170-01A
73 years, female, white, stage:i
60.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib
59.8
TCGA-D5-6920-01A
77 years, female, white, stage:iia
59.6
TCGA-CM-6680-01A
78 years, female, white, stage:iiib
59.5
TCGA-AF-2693-01A
75 years, male, white, stage:i
59.4
TCGA-AA-3552-01A
85 years, male, stage:iiic
59.3
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic
59.0
TCGA-AD-6548-01A
81 years, female, white, stage:i
58.8
TCGA-AA-3680-01A
67 years, female, stage:iv
58.7
TCGA-F5-6813-01A
70 years, male, white, stage:iiic
57.9
TCGA-AG-4022-01A
59 years, female, stage:ii
57.5
TCGA-AA-3867-01A
74 years, male, stage:iv
57.4
TCGA-D5-6529-01A
69 years, male, white, stage:iia
57.2
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv
56.8
TCGA-CM-6163-01A
74 years, male, white, stage:i
56.8
TCGA-AA-3968-01A
55 years, female, stage:i
56.6
TCGA-F4-6855-01A
70 years, female, white, stage:iia
56.6
TCGA-AA-A01P-01A
80 years, female, stage:iii
56.6
TCGA-A6-3808-01A
73 years, male, white, stage:iia
56.4
TCGA-AA-3562-01A
82 years, male, stage:iiic
56.2
TCGA-AG-3893-01A
74 years, male, stage:iiib
56.0
TCGA-AA-3858-01A
67 years, male, stage:i
56.0
TCGA-AG-4007-01A
87 years, male, stage:iv
55.9
TCGA-CM-6676-01A
82 years, male, white, stage:i
54.8
TCGA-G4-6303-01A
54 years, female, white, stage:iv
54.6
TCGA-AG-3896-01A
85 years, female, stage:i
54.4
TCGA-D5-5541-01A
63 years, male, white, stage:iiib
54.3
TCGA-AZ-5403-01A
43 years, male, white, stage:ii
54.3
TCGA-CM-5868-01A
59 years, female, white, stage:iva
54.2
TCGA-AA-3560-01A
72 years, female, stage:iiic
54.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia
53.7
TCGA-CA-6718-01A
46 years, male, asian, stage:iia
53.5
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib
53.2
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic
53.2
TCGA-AG-3732-01A
78 years, female, stage:i
53.0
TCGA-AZ-6601-01A
68 years, male, white, stage:ii
53.0
TCGA-CM-5349-01A
68 years, female, white, stage:iia
52.8
TCGA-A6-5659-01A
82 years, male, white, stage:i
52.7
TCGA-D5-5538-01A
60 years, female, white, stage:iiib
52.1
TCGA-AG-4008-01A
63 years, male, stage:iia
52.0
TCGA-A6-6137-01A
55 years, male, white, stage:iiib
51.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib
51.6
TCGA-A6-2681-01A
73 years, female, white, stage:iia
51.6
TCGA-A6-2684-01C
75 years, female, white, stage:i
51.6
TCGA-AG-A023-01A
62 years, female, stage:iv
51.5
TCGA-DC-6155-01A
31 years, female, white, stage:iiia
51.3
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib
51.3
TCGA-G4-6293-01A
49 years, female, white, stage:iii
51.1
TCGA-AA-3713-01A
68 years, male, stage:iv
51.1
TCGA-F4-6461-01A
41 years, female, white, stage:iiic
51.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv
50.9
TCGA-CK-4948-01B
45 years, female, white, stage:iii
50.8
TCGA-AA-3831-01A
66 years, male, stage:iia
50.5
TCGA-EI-6511-01A
52 years, male, white, stage:iiib
50.2
TCGA-AA-3986-01A
73 years, male, stage:i
50.2
TCGA-AA-3811-01A
84 years, female, stage:iii
50.1
TCGA-AG-3881-01A
83 years, female, stage:iia
49.8
TCGA-AA-3860-01A
53 years, female, stage:iiib
49.8
TCGA-AA-3511-01A
64 years, male, stage:ii
49.5
TCGA-G5-6572-01A
56 years, male, white
49.5
TCGA-AA-3544-01A
68 years, male, stage:i
49.4
TCGA-F4-6806-01A
59 years, female, white, stage:i
49.3
TCGA-AA-3870-01A
71 years, female, stage:iv
49.2
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic
49.1
TCGA-AA-3833-01A
63 years, female, stage:iia
49.1
TCGA-EI-7002-01A
58 years, male, white, stage:iv
49.0
TCGA-CK-5912-01A
82 years, male, white, stage:i
48.7
TCGA-G5-6233-01A
74 years, male, white
48.6
TCGA-AA-A01K-01A
74 years, female, stage:iiic
48.6
TCGA-DT-5265-01A
51 years, male, asian, stage:ii
48.4
TCGA-A6-5656-01B
74 years, male, white, stage:i
48.3
TCGA-AG-3584-01A
60 years, male, stage:iv
48.3
TCGA-AA-3866-01A
78 years, female, stage:i
47.9
TCGA-F5-6863-01A
71 years, female, white, stage:iiib
47.4
TCGA-AF-2691-01A
48 years, female, white, stage:i
47.3
TCGA-CK-5916-01A
71 years, female, white, stage:i
47.2
TCGA-F5-6814-01A
57 years, male, white, stage:iia
47.2
TCGA-AF-6655-01A
66 years, male, white, stage:iiia
47.1
TCGA-CA-5796-01A
53 years, female, asian, stage:iia
46.8
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii
46.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib
46.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib
45.9
TCGA-G4-6322-01A
65 years, male, white, stage:iiib
45.8
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib
45.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia
45.7
TCGA-CA-6716-01A
65 years, male, asian, stage:iia
45.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva
45.5
TCGA-AY-4071-01A
63 years, female, white, stage:i
45.5
TCGA-A6-2678-01A
43 years, female, white, stage:iiib
45.1
TCGA-D5-6930-01A
67 years, male, white, stage:iia
44.7
TCGA-AM-5820-01A
60 years, female, white, stage:iva
44.6
TCGA-AA-3956-01A
65 years, male, stage:iia
44.6
TCGA-A6-2686-01A
81 years, female, white, stage:iia
44.3
TCGA-AG-3592-01A
68 years, male, stage:iia
44.2
TCGA-EI-6885-01A
57 years, female, white, stage:iv
44.1
TCGA-A6-3810-01A
63 years, male, white, stage:iia
43.9
TCGA-CM-6171-01A
77 years, female, white, stage:i
43.7
TCGA-AG-3902-01A
61 years, male, stage:iia
43.6
TCGA-AA-3554-01A
62 years, female, stage:iia
43.6
TCGA-D5-6932-01A
69 years, male, white, stage:iia
43.1
TCGA-AA-3855-01A
72 years, male, stage:i
42.9
TCGA-AA-3966-01A
89 years, female, stage:iia
42.7
TCGA-AA-3812-01A
82 years, female, stage:iia
42.5
TCGA-D5-7000-01A
79 years, female, white, stage:i
42.5
TCGA-AG-3581-01A
63 years, male, stage:i
42.4
TCGA-D5-6533-01A
68 years, female, white
42.2
TCGA-EI-6882-01A
59 years, male, white, stage:iia
41.7
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia
41.5
TCGA-AA-3975-01A
80 years, male, stage:i
41.5
TCGA-AA-3506-01A
77 years, male, stage:i
41.4
TCGA-AG-3742-01A
85 years, female, stage:i
41.4
TCGA-AA-3532-01A
63 years, male, stage:iia
41.4
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i
41.3
TCGA-AA-A02R-01A
84 years, female, stage:iia
41.2
TCGA-AD-6895-01A
84 years, male, white, stage:iiib
41.1
TCGA-D5-6535-01A
80 years, female, white, stage:iiib
41.0
TCGA-AD-6965-01A
62 years, male, white, stage:iiic
41.0
TCGA-AA-3673-01A
53 years, female, stage:ii
40.8
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia
40.8
TCGA-AG-A01N-01A
68 years, female, stage:iv
40.8
TCGA-AA-A00D-01A
70 years, male, stage:i
40.8
TCGA-AU-3779-01A
80 years, female, white, stage:iia
40.8
TCGA-CK-6751-01A
88 years, female, white, stage:i
40.7
TCGA-AA-3538-01A
54 years, female, stage:i
40.5
TCGA-AH-6643-01A
50 years, male, white, stage:iiic
40.3
TCGA-AA-3548-01A
71 years, female, stage:iiic
40.2
TCGA-AA-A00F-01A
66 years, male, stage:iiic
40.1
TCGA-G4-6311-01A
80 years, male, white, stage:iii
40.0
TCGA-A6-6648-01A
56 years, male, white, stage:iva
39.9
TCGA-A6-4105-01A
79 years, male, white, stage:iia
39.9
TCGA-D5-6531-01A
75 years, male, white, stage:iia
39.9
TCGA-G4-6299-01A
69 years, male, white, stage:iiic
39.6
TCGA-DC-4745-01A
49 years, female, white, stage:iiib
39.4
TCGA-CL-4957-01A
79 years, female
39.4
TCGA-AG-3612-01A
55 years, female, stage:iiib
39.3
TCGA-AG-A00H-01A
75 years, male, stage:iia
39.3
TCGA-AA-3819-01A
41 years, female, stage:iia
39.3
TCGA-AD-5900-01A
67 years, male, white, stage:i
39.1
TCGA-AF-3911-01A
48 years, male, white, stage:iiic
39.0
TCGA-AG-A036-01A
71 years, male, stage:iii
38.8
TCGA-DM-A282-01A
61 years, female, white, stage:iia
38.8
TCGA-CM-6674-01A
39 years, male, white, stage:iia
38.5
TCGA-AG-3883-01A
69 years, male, stage:i
38.4
TCGA-DC-6154-01A
57 years, female, white, stage:iva
38.3
TCGA-AG-3599-01A
70 years, male, stage:i
38.2
TCGA-AA-A00N-01A
75 years, male, stage:iib
38.2
TCGA-AA-3856-01A
59 years, male, stage:iia
37.9
TCGA-AA-3530-01A
80 years, male, stage:i
37.8
TCGA-D5-6927-01A
34 years, male, white, stage:iia
37.8
TCGA-A6-2671-01A
85 years, male, white, stage:iv
37.7
TCGA-AA-3692-01A
47 years, female, stage:iv
37.7
TCGA-AA-3514-01A
81 years, female, stage:i
37.6
TCGA-DC-6160-01A
68 years, male, white, stage:i
37.4
TCGA-AA-3678-01A
60 years, female, stage:iii
37.3
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva
37.3
TCGA-AA-3971-01A
58 years, male, stage:iii
37.2
TCGA-A6-2674-01A
72 years, male, white, stage:iv
37.1
TCGA-AA-3534-01A
78 years, female, stage:iia
37.0
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia
37.0
TCGA-AA-3710-01A
80 years, female, stage:iia
37.0
TCGA-AG-3882-01A
66 years, female, stage:i
36.9
TCGA-AA-3949-01A
87 years, female, stage:iiib
36.9
TCGA-AA-3519-01A
63 years, male, stage:iii
36.8
TCGA-AA-3989-01A
84 years, male, stage:iv
36.5
TCGA-D5-5537-01A
83 years, male, white
36.4
TCGA-A6-6780-01A
74 years, male, white, stage:iia
36.4
TCGA-EF-5831-01A
72 years, male, white, stage:iia
36.3
TCGA-CI-6623-01B
44 years, male, white, stage:i
36.2
TCGA-AA-3842-01A
51 years, male, stage:iiia
36.1
TCGA-AA-3877-01A
83 years, female, stage:i
35.7
TCGA-AG-4021-01A
84 years, female, stage:iv
35.5
TCGA-AA-3495-01A
79 years, male, stage:i
35.4
TCGA-A6-6781-01B
43 years, male, white, stage:iiic
35.4
TCGA-DM-A285-01A
71 years, female, white, stage:iv
35.4
TCGA-AA-3553-01A
61 years, female, stage:i
35.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib
35.3
TCGA-AG-3898-01A
61 years, male, stage:iia
35.2
TCGA-AG-3587-01A
65 years, male, stage:i
35.2
TCGA-AG-4005-01A
64 years, male, stage:iv
35.1
TCGA-AG-3578-01A
76 years, female, stage:iia
34.9
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia
34.5
TCGA-AA-3952-01A
68 years, male, stage:iiic
34.5
TCGA-AA-3492-01A
90 years, female, stage:ii
34.5
TCGA-A6-3807-01A
53 years, female, white, stage:iiic
34.4
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i
34.3
TCGA-AA-3517-01A
60 years, male, stage:iia
34.3
TCGA-EI-6507-01A
60 years, male, white, stage:iia
34.2
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia
34.2
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia
34.2
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib
34.2
TCGA-AA-3841-01A
66 years, male, stage:iia
33.9
TCGA-AA-3970-01A
65 years, male, stage:iia
33.9
TCGA-AA-A00Z-01A
70 years, male, stage:iia
33.8
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv
33.8
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib
33.6
TCGA-AG-3586-01A
72 years, female, stage:iii
33.5
TCGA-AA-A00R-01A
64 years, female, stage:i
33.5
TCGA-AA-A02H-01A
74 years, female, stage:iv
33.4
TCGA-AA-3950-01A
79 years, female, stage:iia
33.1
TCGA-AG-3609-01A
65 years, female, stage:iiic
32.8
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva
32.8
TCGA-AD-6890-01A
65 years, male, white
32.6
TCGA-AG-A025-01A
62 years, female, stage:i
32.6
TCGA-AG-A026-01A
66 years, male, stage:ii
32.5
TCGA-AA-3875-01A
78 years, female, stage:i
32.5
TCGA-AA-3655-01A
68 years, male, stage:ii
32.5
TCGA-AA-3715-01A
77 years, male, stage:ii
32.4
TCGA-AG-3909-01A
69 years, female, stage:iiib
32.3
TCGA-AA-3502-01A
73 years, male, stage:i
32.3
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia
32.2
TCGA-AA-3681-01A
77 years, female, stage:iii
32.0
TCGA-AA-3660-01A
51 years, female, stage:ii
31.9
TCGA-G4-6295-01A
70 years, female, white, stage:ii
31.8
TCGA-DC-6683-01A
43 years, male, white, stage:iiib
31.7
TCGA-AA-3509-01A
54 years, female, stage:ii
31.7
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia
31.6
TCGA-A6-5662-01A
46 years, male, white, stage:iva
31.6
TCGA-AA-3851-01A
74 years, male, stage:iia
31.6
TCGA-AG-3878-01A
64 years, male, stage:i
31.5
TCGA-D5-6929-01A
49 years, female, white, stage:iv
31.4
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic
31.3
TCGA-AA-3930-01A
66 years, male, stage:iv
31.3
TCGA-AA-3662-01A
80 years, female, stage:iv
31.3
TCGA-AA-3688-01A
80 years, male, stage:iv
31.1
TCGA-AG-3594-01A
77 years, male, stage:iia
31.0
TCGA-CK-5914-01A
81 years, male, white, stage:iiib
30.9
TCGA-CM-5862-01A
80 years, male, white, stage:iva
30.9
TCGA-AA-A00A-01A
80 years, male, stage:iia
30.9
TCGA-AA-3697-01A
77 years, male, stage:ii
30.7
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia
30.6
TCGA-AG-3600-01A
62 years, male, stage:iiic
30.6
TCGA-AA-A00E-01A
65 years, male, stage:iia
30.5
TCGA-CM-6166-01A
48 years, female, white, stage:i
30.5
TCGA-EI-6513-01A
59 years, male, white, stage:iiib
30.4
TCGA-AA-A03J-01A
65 years, female, stage:i
30.2
TCGA-AU-6004-01A
69 years, female, white, stage:i
30.1
TCGA-EI-6512-01A
64 years, female, white, stage:iiib
30.0
TCGA-CM-4750-01A
34 years, female, white, stage:iiia
30.0
TCGA-AA-A01X-01A
80 years, female, stage:iii
29.9
TCGA-F5-6861-01A
60 years, female, white, stage:iia
29.9
TCGA-AA-3543-01A
84 years, male, stage:i
29.7
TCGA-AH-6903-01A
46 years, male, white, stage:iiib
29.7
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic
29.6
TCGA-AG-3574-01A
89 years, female, stage:ii
29.4
TCGA-BM-6198-01A
73 years, male, white, stage:iiib
29.3
TCGA-AG-A011-01A
80 years, male, stage:iia
29.3
TCGA-CM-4748-01A
53 years, male, white, stage:iiib
29.3
TCGA-AA-3980-01A
89 years, female, stage:i
29.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia
29.2
TCGA-AA-A00J-01A
80 years, male, stage:iiib
29.1
TCGA-AG-3887-01A
68 years, male, stage:iia
29.0
TCGA-AA-3696-01A
75 years, female, stage:iv
28.8
TCGA-AA-A02F-01A
68 years, female, stage:iv
28.8
TCGA-D5-6538-01A
79 years, female, white, stage:iiib
28.6
TCGA-EF-5830-01A
54 years, male, white, stage:iib
28.6
TCGA-AA-A010-01A
46 years, female, stage:iib
28.5
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia
28.3
TCGA-A6-6140-01A
62 years, male, white, stage:iia
28.3
TCGA-G4-6294-01A
76 years, male, white, stage:iv
28.3
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib
28.3
TCGA-AA-3854-01A
71 years, female, stage:i
28.2
TCGA-AG-3582-01A
75 years, male, stage:iv
28.2
TCGA-CM-5864-01A
60 years, male, white, stage:i
28.1
TCGA-CL-5917-01A
71 years, female, white, stage:iiic
28.1
TCGA-AG-3583-01A
66 years, male, stage:iv
27.9
TCGA-CM-6678-01A
63 years, female, white, stage:iva
27.9
TCGA-AA-3556-01A
78 years, male, stage:i
27.9
TCGA-AA-3510-01A
70 years, male, stage:ii
27.9
TCGA-AZ-5407-01A
51 years, female, white, stage:i
27.9
TCGA-AA-3955-01A
38 years, male, stage:iiib
27.7
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv
27.6
TCGA-AG-3727-01A
78 years, female, stage:iii
27.6
TCGA-AA-A00U-01A
50 years, male, stage:iiib
27.5
TCGA-EI-6881-01A
60 years, male, white, stage:iiia
27.5
TCGA-AA-3837-01A
67 years, male, stage:iia
27.4
TCGA-D5-6540-01A
66 years, male, white, stage:i
27.4
TCGA-AA-A02W-01A
73 years, female, stage:i
27.3
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib
27.2
TCGA-AA-3869-01A
76 years, male, stage:iv
27.1
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib
26.9
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib
26.9
TCGA-AF-6672-01A
43 years, male, white, stage:iv
26.8
TCGA-AH-6897-01A
48 years, male, white, stage:i
26.8
TCGA-CM-4747-01A
47 years, male, white, stage:iva
26.8
TCGA-AA-A004-01A
76 years, male, stage:iia
26.7
TCGA-AA-3947-01A
60 years, female, stage:iib
26.6
TCGA-AA-3555-01A
81 years, female, stage:iia
26.6
TCGA-G4-6315-01A
66 years, male, white, stage:iv
26.6
TCGA-AG-3885-01A
71 years, female, stage:iiib
26.5
TCGA-AF-5654-01A
73 years, female, white, stage:i
26.3
TCGA-CK-4951-01A
79 years, female, white, stage:iia
26.3
TCGA-CM-4743-01A
69 years, male, white, stage:iia
26.2
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic
26.2
TCGA-AG-3892-01A
57 years, female, stage:i
26.1
TCGA-AA-3821-01A
81 years, female, stage:i
26.0
TCGA-AA-3672-01A
90 years, female, stage:iii
25.9
TCGA-AM-5821-01A
68 years, female, white, stage:iia
25.8
TCGA-CI-6622-01A
74 years, male, white, stage:iib
25.6
TCGA-AA-3815-01A
65 years, female, stage:iia
25.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i
25.5
TCGA-AZ-4682-01B
61 years, male, white, stage:iva
25.5
TCGA-AA-A00Q-01A
66 years, female, stage:iiib
25.4
TCGA-F4-6856-01A
45 years, male, white, stage:i
25.3
TCGA-AA-3818-01A
78 years, female, stage:iia
25.1
TCGA-AG-3608-01A
79 years, female, stage:iia
25.0
TCGA-AA-3976-01A
70 years, male, stage:iiia
25.0
TCGA-D5-6536-01A
73 years, male, white, stage:iia
24.8
TCGA-AG-A002-01A
35 years, male, stage:i
24.7
TCGA-AA-A00K-01A
79 years, male, stage:iia
24.7
TCGA-DC-5337-01A
69 years, male, white, stage:i
24.6
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia
24.5
TCGA-AD-6963-01A
58 years, male, white
24.2
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic
24.2
TCGA-AZ-4616-01A
82 years, female, white, stage:iv
24.1
TCGA-AA-A017-01A
57 years, female, stage:iia
24.0
TCGA-AA-3679-01A
59 years, male, stage:iv
23.9
TCGA-CK-4952-01A
48 years, female, white, stage:iiic
23.9
TCGA-A6-2682-01A
70 years, male, white, stage:iv
23.8
TCGA-AA-3864-01A
71 years, male, stage:ii
23.8
TCGA-AG-3999-01A
61 years, female, stage:iiic
23.7
TCGA-AZ-4315-01A
61 years, male, white, stage:iia
23.6
TCGA-A6-6653-01A
82 years, male, white, stage:i
23.5
TCGA-AA-A00L-01A
66 years, male, stage:iia
23.4
TCGA-AG-3725-01A
90 years, female, stage:iii
23.4
TCGA-AA-3972-01A
72 years, male, stage:iv
23.3
TCGA-AG-3894-01A
65 years, male, stage:iia
23.3
TCGA-AA-A01R-01A
47 years, male, stage:iii
23.2
TCGA-D5-6530-01A
53 years, male, white, stage:i
23.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia
23.1
TCGA-AG-3575-01A
51 years, male, stage:ii
23.1
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib
23.0
TCGA-CM-5861-01A
63 years, female, white, stage:iia
22.8
TCGA-AA-3531-01A
75 years, female, stage:iia
22.7
TCGA-AA-3973-01A
69 years, male, stage:iv
22.6
TCGA-DC-4749-01A
57 years, male, white, stage:i
22.6
TCGA-A6-3809-01A
71 years, female, white, stage:iib
22.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia
22.3
TCGA-AA-3549-01A
69 years, male, stage:i
22.1
TCGA-F4-6808-01A
54 years, female, white, stage:i
22.0
TCGA-AG-3726-01A
63 years, female, stage:i
22.0
TCGA-AA-3848-01A
82 years, female, stage:iiic
21.9
TCGA-AA-3846-01A
74 years, female, stage:iia
21.9
TCGA-AG-3591-01A
66 years, female, stage:iia
21.9
TCGA-AA-3494-01A
55 years, male, stage:iv
21.9
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic
21.8
TCGA-AG-3598-01A
69 years, male, stage:iia
21.7
TCGA-AA-3666-01A
68 years, male, stage:iii
21.6
TCGA-AA-3939-01A
83 years, male, stage:iia
21.6
TCGA-AA-3526-01A
57 years, male, stage:i
21.6
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb
21.6
TCGA-AA-3994-01A
69 years, male, stage:iiib
21.5
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb
21.5
TCGA-DM-A1D8-01A
50 years, female, white
21.3
TCGA-AA-3862-01A
82 years, male, stage:iia
21.1
TCGA-G4-6321-01A
60 years, female, white, stage:iii
21.0
TCGA-EI-6509-01A
53 years, male, white, stage:iiic
20.9
TCGA-AA-3522-01A
67 years, male, stage:iia
20.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic
20.8
TCGA-DC-6682-01A
57 years, male, white, stage:iia
20.8
TCGA-AY-6197-01A
60 years, male, white, stage:iia
20.8
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic
20.7
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia
20.4
TCGA-AA-A01Z-01A
68 years, male, stage:ii
20.2
TCGA-AA-3977-01A
65 years, male
19.9
TCGA-AA-3861-01A
72 years, male, stage:iia
19.9
TCGA-AG-A016-01A
55 years, male, stage:iv
19.9
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib
19.8
TCGA-AA-3664-01A
74 years, female, stage:ii
19.7
TCGA-AA-3518-01A
81 years, female, stage:iia
19.5
TCGA-G4-6588-01A
58 years, female, white, stage:iia
19.4
TCGA-EI-6883-01A
63 years, male, white, stage:iic
19.2
TCGA-AG-A032-01A
68 years, male, stage:iiib
19.2
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv
19.0
TCGA-AA-A02E-01A
82 years, female, stage:iv
19.0
TCGA-AA-A01I-01A
76 years, male, stage:i
19.0
TCGA-AA-3844-01A
78 years, female, stage:iiic
18.9
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia
18.8
TCGA-AG-A00Y-01A
68 years, male, stage:iia
18.7
TCGA-AA-A03F-01A
90 years, female, stage:iii
18.7
TCGA-AZ-6598-01A
77 years, female, white, stage:ii
18.5
TCGA-AA-A02O-01A
82 years, male, stage:ii
18.4
TCGA-AZ-6606-01A
81 years, male, white, stage:iv
18.3
TCGA-D5-6532-01A
61 years, male, white, stage:iia
18.3
TCGA-AA-A01Q-01A
48 years, female, stage:ii
18.2
TCGA-AA-3525-01A
90 years, male, stage:iiib
18.1
TCGA-CA-5254-01A
42 years, female, asian, stage:iia
18.1
TCGA-AG-3580-01A
67 years, male, stage:i
18.0
TCGA-AA-3685-01A
69 years, male, stage:ii
17.9
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva
17.9
TCGA-AA-3663-01A
42 years, male, stage:ii
17.8
TCGA-EI-6510-01A
77 years, female, white
17.6
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib
17.4
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia
17.2
TCGA-AG-A02N-01A
67 years, male, stage:ii
17.1
TCGA-AA-3941-01A
84 years, female, stage:iva
17.1
TCGA-AA-3675-01A
84 years, male, stage:ii
17.0
TCGA-AA-A01G-01A
63 years, male, stage:iia
17.0
TCGA-AA-3561-01A
72 years, male, stage:iia
17.0
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia
16.9
TCGA-DM-A28K-01A
75 years, male, white, stage:iia
16.8
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia
16.5
TCGA-AA-3516-01A
74 years, female, stage:iii
16.4
TCGA-CA-5256-01A
54 years, female, asian, stage:iia
16.4
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib
16.3
TCGA-AG-3605-01A
85 years, female, stage:iv
16.1
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia
16.0
TCGA-AA-3667-01A
36 years, female, stage:i
15.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia
15.7
TCGA-AA-3488-01A
58 years, male, stage:iv
15.6
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva
15.6
TCGA-A6-5666-01A
78 years, male, white, stage:iic
15.1
TCGA-AA-A01V-01A
59 years, male, stage:i
14.8
TCGA-AH-6544-01A
60 years, male, white
14.8
TCGA-G5-6641-01A
67 years, male, white, stage:iiia
14.6
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia
14.5
TCGA-AG-A02G-01A
66 years, male, stage:iv
14.3
TCGA-AG-A01J-01A
59 years, female, stage:iia
14.1
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia
14.0
TCGA-DM-A28C-01A
74 years, male, white, stage:iia
13.8
TCGA-AG-A008-01A
50 years, female, stage:i
13.7
TCGA-G4-6307-01A
37 years, female, white, stage:iiib
13.6
TCGA-CL-5918-01A
90 years, female, white, stage:iia
13.5
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i
13.5
TCGA-AG-A015-01A
64 years, female, stage:i
13.3
TCGA-G4-6626-01A
90 years, male, white, stage:iia
13.2
TCGA-AG-3611-01A
72 years, male, stage:iia
13.1
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic
13.0
TCGA-CM-4744-01A
69 years, male, white, stage:i
12.8
TCGA-A6-2683-01A
57 years, female, white, stage:iv
12.5
TCGA-AG-A014-01A
86 years, male, stage:i
12.4
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i
12.4
TCGA-AZ-4614-01A
71 years, female, white, stage:iva
12.3
TCGA-A6-5665-01A
84 years, female, white, stage:iia
12.2
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia
12.0
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib
12.0
TCGA-AA-A024-01A
81 years, male, stage:ii
12.0
TCGA-AD-6889-01A
male, asian, stage:iia
11.9
TCGA-AA-A02K-01A
50 years, male, stage:iv
11.9
TCGA-AA-A02J-01A
70 years, female, stage:iv
11.9
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i
11.8
TCGA-DM-A28E-01A
72 years, female, white, stage:iia
11.6
TCGA-D5-5540-01A
73 years, male, white, stage:iia
11.4
TCGA-AZ-6599-01A
72 years, male, white, stage:i
11.3
TCGA-G5-6235-01A
72 years, male, white, stage:iiib
11.1
TCGA-AG-A020-01A
57 years, female, stage:iii
11.1
TCGA-AA-3524-01A
85 years, male, stage:ii
11.0
TCGA-AG-A00C-01A
49 years, female, stage:iiib
10.8
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib
10.7
TCGA-AA-3542-01A
69 years, male, stage:iiic
10.6
TCGA-A6-2679-01A
73 years, female, white, stage:iib
10.6
TCGA-AA-A01T-01A
63 years, female, stage:iii
10.4
TCGA-DM-A288-01A
68 years, male, white, stage:iiic
10.4
TCGA-AA-A029-01A
67 years, male, stage:ii
10.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia
10.1
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia
10.0
TCGA-AA-A00W-01A
80 years, male, stage:i
9.9
TCGA-AZ-4313-01A
51 years, female, white, stage:i
9.8
TCGA-AA-A01S-01A
47 years, female, stage:iii
9.8
TCGA-CA-5255-01A
45 years, male, asian, stage:iia
9.4
TCGA-AG-A02X-01A
77 years, male, stage:i
9.4
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i
9.2
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva
9.1
TCGA-G4-6320-01A
73 years, male, white, stage:iii
9.1
TCGA-G4-6304-01A
66 years, female, white, stage:iib
8.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia
8.6
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic
8.6
TCGA-AA-A01F-01A
72 years, male, stage:iiib
8.2
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib
8.1
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia
8.1
TCGA-D5-6537-01A
64 years, male, white, stage:iiib
8.0
TCGA-AA-3979-01A
84 years, male, stage:iia
7.9
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia
7.5
TCGA-G4-6306-01A
71 years, male, white
7.3
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia
7.3
TCGA-DM-A28M-01A
63 years, male, white, stage:iia
7.2
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia
6.8
TCGA-AD-6888-01A
73 years, male, white, stage:iiib
6.1
TCGA-G4-6317-01A
51 years, female, white, stage:iiic
5.8
TCGA-AA-A02Y-01A
73 years, male, stage:i
3.1
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
56.5 FPKM
34.0 FPKM
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.
61%
56%
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.
64%
68%
Log-rank P valuei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. 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 changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
Stage:
TCGA RNA samplesi
RNA-seq data is reported as median 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 FPKM
43.9
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-D5-6534-01A
62 years, female, white, stage:iia
279.3
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic
273.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib
222.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia
212.8
TCGA-AZ-4323-01A
37 years, male, white, stage:iv
199.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic
180.8
TCGA-G4-6302-01A
90 years, female, white, stage:iia
177.7
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib
150.7
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia
144.2
TCGA-CA-6717-01A
57 years, male, asian, stage:iia
141.7
TCGA-G4-6314-01A
76 years, female, white, stage:iv
136.6
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic
130.1
TCGA-A6-6649-01A
66 years, male, white, stage:iiib
128.0
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic
126.5
TCGA-F4-6703-01A
64 years, male, white, stage:iia
125.9
TCGA-D5-6928-01A
80 years, male, white, stage:iia
125.7
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i
125.5
TCGA-A6-6654-01A
65 years, female, white, stage:iiib
124.0
TCGA-CM-5348-01A
72 years, male, white, stage:iiib
123.5
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib
123.3
TCGA-CM-6162-01A
48 years, female, white, stage:iiib
123.1
TCGA-AA-A00O-01A
83 years, female, stage:iiic
122.6
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic
121.7
TCGA-AA-3489-01A
75 years, male, stage:ii
115.8
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia
110.1
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic
109.5
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia
108.8
TCGA-G4-6627-01A
84 years, male, white, stage:iia
107.4
TCGA-CK-4947-01B
46 years, female, white, stage:iiib
106.9
TCGA-AZ-6603-01A
77 years, female, white
106.3
TCGA-A6-6138-01A
61 years, male, white, stage:i
100.3
TCGA-F4-6569-01A
60 years, male, white, stage:i
99.9
TCGA-CM-4751-01A
62 years, male, white, stage:iiib
97.1
TCGA-AD-6899-01A
84 years, male, white, stage:iiic
96.7
TCGA-F4-6805-01A
58 years, female, white, stage:iia
95.3
TCGA-F4-6807-01A
51 years, female, white, stage:iiic
94.5
TCGA-G4-6310-01A
69 years, male, white, stage:iiib
94.4
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib
93.6
TCGA-AA-3496-01A
83 years, female, stage:ii
93.3
TCGA-F4-6809-01A
52 years, female, white, stage:iva
92.7
TCGA-A6-2675-01A
78 years, male, white, stage:iia
91.6
TCGA-D5-6541-01A
49 years, male, white, stage:iia
91.4
TCGA-F4-6463-01A
51 years, male, white, stage:iia
91.3
TCGA-AD-6964-01A
58 years, male, white
89.3
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv
88.2
TCGA-A6-6782-01A
82 years, male, white, stage:iib
86.9
TCGA-F4-6460-01A
51 years, female, white, stage:iiib
86.3
TCGA-CM-6172-01A
70 years, female, white, stage:iiib
84.7
TCGA-AA-A01D-01A
47 years, female, stage:iiic
80.6
TCGA-G4-6625-01A
77 years, female, white, stage:iia
79.8
TCGA-F4-6459-01A
61 years, female, white, stage:iiib
78.9
TCGA-CM-5860-01A
44 years, male, white, stage:iia
76.8
TCGA-CA-6719-01A
77 years, male, asian, stage:iia
74.9
TCGA-CM-6679-01A
58 years, male, white, stage:iia
74.1
TCGA-CM-6165-01A
74 years, male, white, stage:iia
72.5
TCGA-F4-6570-01A
78 years, female, white, stage:iia
72.1
TCGA-D5-6924-01A
68 years, male, white, stage:iia
71.8
TCGA-AD-6901-01A
78 years, male, white
70.9
TCGA-CK-6748-01A
45 years, female, white, stage:iv
68.5
TCGA-D5-6931-01A
77 years, male, white, stage:iiic
67.8
TCGA-G4-6297-01A
55 years, female, white, stage:iv
67.0
TCGA-G4-6628-01A
78 years, male, white, stage:i
66.9
TCGA-D5-6539-01A
45 years, female, white
66.6
TCGA-CM-6161-01A
36 years, female, white, stage:i
66.3
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia
65.8
TCGA-D5-6898-01A
51 years, female, white, stage:i
65.8
TCGA-D5-6922-01A
76 years, male, white, stage:iiia
65.0
TCGA-AA-3982-01A
75 years, male, stage:iiib
64.8
TCGA-D5-5539-01A
60 years, male, white, stage:iiia
64.1
TCGA-A6-4107-01A
57 years, female, white, stage:iiib
63.4
TCGA-CM-6677-01A
75 years, female, white, stage:iia
63.1
TCGA-AA-3520-01A
86 years, female, stage:ii
63.1
TCGA-F4-6854-01A
77 years, female, white, stage:iia
62.5
TCGA-D5-6926-01A
65 years, male, white, stage:iiib
62.2
TCGA-D5-6923-01A
57 years, male, white, stage:i
62.1
TCGA-A6-6142-01A
56 years, female, white, stage:iva
61.7
TCGA-A6-2677-01B
68 years, female, white, stage:iiic
61.5
TCGA-CM-5863-01A
60 years, female, white, stage:iiib
61.0
TCGA-CA-5797-01A
56 years, male, asian, stage:iia
60.9
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib
60.8
TCGA-AZ-6607-01A
69 years, male, white, stage:iv
60.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia
60.2
TCGA-CM-6170-01A
73 years, female, white, stage:i
60.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib
59.8
TCGA-D5-6920-01A
77 years, female, white, stage:iia
59.6
TCGA-CM-6680-01A
78 years, female, white, stage:iiib
59.5
TCGA-AA-3552-01A
85 years, male, stage:iiic
59.3
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic
59.0
TCGA-AD-6548-01A
81 years, female, white, stage:i
58.8
TCGA-AA-3680-01A
67 years, female, stage:iv
58.7
TCGA-AA-3867-01A
74 years, male, stage:iv
57.4
TCGA-D5-6529-01A
69 years, male, white, stage:iia
57.2
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv
56.8
TCGA-CM-6163-01A
74 years, male, white, stage:i
56.8
TCGA-AA-3968-01A
55 years, female, stage:i
56.6
TCGA-F4-6855-01A
70 years, female, white, stage:iia
56.6
TCGA-AA-A01P-01A
80 years, female, stage:iii
56.6
TCGA-A6-3808-01A
73 years, male, white, stage:iia
56.4
TCGA-AA-3562-01A
82 years, male, stage:iiic
56.2
TCGA-AA-3858-01A
67 years, male, stage:i
56.0
TCGA-CM-6676-01A
82 years, male, white, stage:i
54.8
TCGA-G4-6303-01A
54 years, female, white, stage:iv
54.6
TCGA-D5-5541-01A
63 years, male, white, stage:iiib
54.3
TCGA-AZ-5403-01A
43 years, male, white, stage:ii
54.3
TCGA-CM-5868-01A
59 years, female, white, stage:iva
54.2
TCGA-AA-3560-01A
72 years, female, stage:iiic
54.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia
53.7
TCGA-CA-6718-01A
46 years, male, asian, stage:iia
53.5
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib
53.2
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic
53.2
TCGA-AZ-6601-01A
68 years, male, white, stage:ii
53.0
TCGA-CM-5349-01A
68 years, female, white, stage:iia
52.8
TCGA-A6-5659-01A
82 years, male, white, stage:i
52.7
TCGA-D5-5538-01A
60 years, female, white, stage:iiib
52.1
TCGA-A6-6137-01A
55 years, male, white, stage:iiib
51.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib
51.6
TCGA-A6-2681-01A
73 years, female, white, stage:iia
51.6
TCGA-A6-2684-01C
75 years, female, white, stage:i
51.6
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib
51.3
TCGA-G4-6293-01A
49 years, female, white, stage:iii
51.1
TCGA-AA-3713-01A
68 years, male, stage:iv
51.1
TCGA-F4-6461-01A
41 years, female, white, stage:iiic
51.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv
50.9
TCGA-CK-4948-01B
45 years, female, white, stage:iii
50.8
TCGA-AA-3831-01A
66 years, male, stage:iia
50.5
TCGA-AA-3986-01A
73 years, male, stage:i
50.2
TCGA-AA-3811-01A
84 years, female, stage:iii
50.1
TCGA-AA-3860-01A
53 years, female, stage:iiib
49.8
TCGA-AA-3511-01A
64 years, male, stage:ii
49.5
TCGA-AA-3544-01A
68 years, male, stage:i
49.4
TCGA-F4-6806-01A
59 years, female, white, stage:i
49.3
TCGA-AA-3870-01A
71 years, female, stage:iv
49.2
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic
49.1
TCGA-AA-3833-01A
63 years, female, stage:iia
49.1
TCGA-CK-5912-01A
82 years, male, white, stage:i
48.7
TCGA-AA-A01K-01A
74 years, female, stage:iiic
48.6
TCGA-A6-5656-01B
74 years, male, white, stage:i
48.3
TCGA-AA-3866-01A
78 years, female, stage:i
47.9
TCGA-CK-5916-01A
71 years, female, white, stage:i
47.2
TCGA-CA-5796-01A
53 years, female, asian, stage:iia
46.8
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii
46.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib
46.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib
45.9
TCGA-G4-6322-01A
65 years, male, white, stage:iiib
45.8
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib
45.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia
45.7
TCGA-CA-6716-01A
65 years, male, asian, stage:iia
45.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva
45.5
TCGA-AY-4071-01A
63 years, female, white, stage:i
45.5
TCGA-A6-2678-01A
43 years, female, white, stage:iiib
45.1
TCGA-D5-6930-01A
67 years, male, white, stage:iia
44.7
TCGA-AM-5820-01A
60 years, female, white, stage:iva
44.6
TCGA-AA-3956-01A
65 years, male, stage:iia
44.6
TCGA-A6-2686-01A
81 years, female, white, stage:iia
44.3
TCGA-A6-3810-01A
63 years, male, white, stage:iia
43.9
TCGA-CM-6171-01A
77 years, female, white, stage:i
43.7
TCGA-AA-3554-01A
62 years, female, stage:iia
43.6
TCGA-D5-6932-01A
69 years, male, white, stage:iia
43.1
TCGA-AA-3855-01A
72 years, male, stage:i
42.9
TCGA-AA-3966-01A
89 years, female, stage:iia
42.7
TCGA-AA-3812-01A
82 years, female, stage:iia
42.5
TCGA-D5-7000-01A
79 years, female, white, stage:i
42.5
TCGA-D5-6533-01A
68 years, female, white
42.2
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia
41.5
TCGA-AA-3975-01A
80 years, male, stage:i
41.5
TCGA-AA-3506-01A
77 years, male, stage:i
41.4
TCGA-AA-3532-01A
63 years, male, stage:iia
41.4
TCGA-AA-A02R-01A
84 years, female, stage:iia
41.2
TCGA-AD-6895-01A
84 years, male, white, stage:iiib
41.1
TCGA-D5-6535-01A
80 years, female, white, stage:iiib
41.0
TCGA-AD-6965-01A
62 years, male, white, stage:iiic
41.0
TCGA-AA-3673-01A
53 years, female, stage:ii
40.8
TCGA-AA-A00D-01A
70 years, male, stage:i
40.8
TCGA-AU-3779-01A
80 years, female, white, stage:iia
40.8
TCGA-CK-6751-01A
88 years, female, white, stage:i
40.7
TCGA-AA-3538-01A
54 years, female, stage:i
40.5
TCGA-AA-3548-01A
71 years, female, stage:iiic
40.2
TCGA-AA-A00F-01A
66 years, male, stage:iiic
40.1
TCGA-G4-6311-01A
80 years, male, white, stage:iii
40.0
TCGA-A6-6648-01A
56 years, male, white, stage:iva
39.9
TCGA-A6-4105-01A
79 years, male, white, stage:iia
39.9
TCGA-D5-6531-01A
75 years, male, white, stage:iia
39.9
TCGA-G4-6299-01A
69 years, male, white, stage:iiic
39.6
TCGA-AA-3819-01A
41 years, female, stage:iia
39.3
TCGA-AD-5900-01A
67 years, male, white, stage:i
39.1
TCGA-DM-A282-01A
61 years, female, white, stage:iia
38.8
TCGA-CM-6674-01A
39 years, male, white, stage:iia
38.5
TCGA-AA-A00N-01A
75 years, male, stage:iib
38.2
TCGA-AA-3856-01A
59 years, male, stage:iia
37.9
TCGA-AA-3530-01A
80 years, male, stage:i
37.8
TCGA-D5-6927-01A
34 years, male, white, stage:iia
37.8
TCGA-A6-2671-01A
85 years, male, white, stage:iv
37.7
TCGA-AA-3692-01A
47 years, female, stage:iv
37.7
TCGA-AA-3514-01A
81 years, female, stage:i
37.6
TCGA-AA-3678-01A
60 years, female, stage:iii
37.3
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva
37.3
TCGA-AA-3971-01A
58 years, male, stage:iii
37.2
TCGA-A6-2674-01A
72 years, male, white, stage:iv
37.1
TCGA-AA-3534-01A
78 years, female, stage:iia
37.0
TCGA-AA-3710-01A
80 years, female, stage:iia
37.0
TCGA-AA-3949-01A
87 years, female, stage:iiib
36.9
TCGA-AA-3519-01A
63 years, male, stage:iii
36.8
TCGA-AA-3989-01A
84 years, male, stage:iv
36.5
TCGA-D5-5537-01A
83 years, male, white
36.4
TCGA-A6-6780-01A
74 years, male, white, stage:iia
36.4
TCGA-AA-3842-01A
51 years, male, stage:iiia
36.1
TCGA-AA-3877-01A
83 years, female, stage:i
35.7
TCGA-AA-3495-01A
79 years, male, stage:i
35.4
TCGA-A6-6781-01B
43 years, male, white, stage:iiic
35.4
TCGA-DM-A285-01A
71 years, female, white, stage:iv
35.4
TCGA-AA-3553-01A
61 years, female, stage:i
35.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib
35.3
TCGA-AA-3952-01A
68 years, male, stage:iiic
34.5
TCGA-AA-3492-01A
90 years, female, stage:ii
34.5
TCGA-A6-3807-01A
53 years, female, white, stage:iiic
34.4
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i
34.3
TCGA-AA-3517-01A
60 years, male, stage:iia
34.3
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia
34.2
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia
34.2
TCGA-AA-3841-01A
66 years, male, stage:iia
33.9
TCGA-AA-3970-01A
65 years, male, stage:iia
33.9
TCGA-AA-A00Z-01A
70 years, male, stage:iia
33.8
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib
33.6
TCGA-AA-A00R-01A
64 years, female, stage:i
33.5
TCGA-AA-A02H-01A
74 years, female, stage:iv
33.4
TCGA-AA-3950-01A
79 years, female, stage:iia
33.1
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva
32.8
TCGA-AD-6890-01A
65 years, male, white
32.6
TCGA-AA-3875-01A
78 years, female, stage:i
32.5
TCGA-AA-3655-01A
68 years, male, stage:ii
32.5
TCGA-AA-3715-01A
77 years, male, stage:ii
32.4
TCGA-AA-3502-01A
73 years, male, stage:i
32.3
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia
32.2
TCGA-AA-3681-01A
77 years, female, stage:iii
32.0
TCGA-AA-3660-01A
51 years, female, stage:ii
31.9
TCGA-G4-6295-01A
70 years, female, white, stage:ii
31.8
TCGA-AA-3509-01A
54 years, female, stage:ii
31.7
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia
31.6
TCGA-A6-5662-01A
46 years, male, white, stage:iva
31.6
TCGA-AA-3851-01A
74 years, male, stage:iia
31.6
TCGA-D5-6929-01A
49 years, female, white, stage:iv
31.4
TCGA-AA-3930-01A
66 years, male, stage:iv
31.3
TCGA-AA-3662-01A
80 years, female, stage:iv
31.3
TCGA-AA-3688-01A
80 years, male, stage:iv
31.1
TCGA-CK-5914-01A
81 years, male, white, stage:iiib
30.9
TCGA-CM-5862-01A
80 years, male, white, stage:iva
30.9
TCGA-AA-A00A-01A
80 years, male, stage:iia
30.9
TCGA-AA-3697-01A
77 years, male, stage:ii
30.7
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia
30.6
TCGA-AA-A00E-01A
65 years, male, stage:iia
30.5
TCGA-CM-6166-01A
48 years, female, white, stage:i
30.5
TCGA-AA-A03J-01A
65 years, female, stage:i
30.2
TCGA-AU-6004-01A
69 years, female, white, stage:i
30.1
TCGA-CM-4750-01A
34 years, female, white, stage:iiia
30.0
TCGA-AA-A01X-01A
80 years, female, stage:iii
29.9
TCGA-AA-3543-01A
84 years, male, stage:i
29.7
TCGA-CM-4748-01A
53 years, male, white, stage:iiib
29.3
TCGA-AA-3980-01A
89 years, female, stage:i
29.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia
29.2
TCGA-AA-A00J-01A
80 years, male, stage:iiib
29.1
TCGA-AA-3696-01A
75 years, female, stage:iv
28.8
TCGA-AA-A02F-01A
68 years, female, stage:iv
28.8
TCGA-D5-6538-01A
79 years, female, white, stage:iiib
28.6
TCGA-AA-A010-01A
46 years, female, stage:iib
28.5
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia
28.3
TCGA-A6-6140-01A
62 years, male, white, stage:iia
28.3
TCGA-G4-6294-01A
76 years, male, white, stage:iv
28.3
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib
28.3
TCGA-AA-3854-01A
71 years, female, stage:i
28.2
TCGA-CM-5864-01A
60 years, male, white, stage:i
28.1
TCGA-CM-6678-01A
63 years, female, white, stage:iva
27.9
TCGA-AA-3556-01A
78 years, male, stage:i
27.9
TCGA-AA-3510-01A
70 years, male, stage:ii
27.9
TCGA-AZ-5407-01A
51 years, female, white, stage:i
27.9
TCGA-AA-3955-01A
38 years, male, stage:iiib
27.7
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv
27.6
TCGA-AA-A00U-01A
50 years, male, stage:iiib
27.5
TCGA-AA-3837-01A
67 years, male, stage:iia
27.4
TCGA-D5-6540-01A
66 years, male, white, stage:i
27.4
TCGA-AA-A02W-01A
73 years, female, stage:i
27.3
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib
27.2
TCGA-AA-3869-01A
76 years, male, stage:iv
27.1
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib
26.9
TCGA-CM-4747-01A
47 years, male, white, stage:iva
26.8
TCGA-AA-A004-01A
76 years, male, stage:iia
26.7
TCGA-AA-3947-01A
60 years, female, stage:iib
26.6
TCGA-AA-3555-01A
81 years, female, stage:iia
26.6
TCGA-G4-6315-01A
66 years, male, white, stage:iv
26.6
TCGA-CK-4951-01A
79 years, female, white, stage:iia
26.3
TCGA-CM-4743-01A
69 years, male, white, stage:iia
26.2
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic
26.2
TCGA-AA-3821-01A
81 years, female, stage:i
26.0
TCGA-AA-3672-01A
90 years, female, stage:iii
25.9
TCGA-AM-5821-01A
68 years, female, white, stage:iia
25.8
TCGA-AA-3815-01A
65 years, female, stage:iia
25.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i
25.5
TCGA-AZ-4682-01B
61 years, male, white, stage:iva
25.5
TCGA-AA-A00Q-01A
66 years, female, stage:iiib
25.4
TCGA-F4-6856-01A
45 years, male, white, stage:i
25.3
TCGA-AA-3818-01A
78 years, female, stage:iia
25.1
TCGA-AA-3976-01A
70 years, male, stage:iiia
25.0
TCGA-D5-6536-01A
73 years, male, white, stage:iia
24.8
TCGA-AA-A00K-01A
79 years, male, stage:iia
24.7
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia
24.5
TCGA-AD-6963-01A
58 years, male, white
24.2
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic
24.2
TCGA-AZ-4616-01A
82 years, female, white, stage:iv
24.1
TCGA-AA-A017-01A
57 years, female, stage:iia
24.0
TCGA-AA-3679-01A
59 years, male, stage:iv
23.9
TCGA-CK-4952-01A
48 years, female, white, stage:iiic
23.9
TCGA-A6-2682-01A
70 years, male, white, stage:iv
23.8
TCGA-AA-3864-01A
71 years, male, stage:ii
23.8
TCGA-AZ-4315-01A
61 years, male, white, stage:iia
23.6
TCGA-A6-6653-01A
82 years, male, white, stage:i
23.5
TCGA-AA-A00L-01A
66 years, male, stage:iia
23.4
TCGA-AA-3972-01A
72 years, male, stage:iv
23.3
TCGA-AA-A01R-01A
47 years, male, stage:iii
23.2
TCGA-D5-6530-01A
53 years, male, white, stage:i
23.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia
23.1
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib
23.0
TCGA-CM-5861-01A
63 years, female, white, stage:iia
22.8
TCGA-AA-3531-01A
75 years, female, stage:iia
22.7
TCGA-AA-3973-01A
69 years, male, stage:iv
22.6
TCGA-A6-3809-01A
71 years, female, white, stage:iib
22.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia
22.3
TCGA-AA-3549-01A
69 years, male, stage:i
22.1
TCGA-F4-6808-01A
54 years, female, white, stage:i
22.0
TCGA-AA-3848-01A
82 years, female, stage:iiic
21.9
TCGA-AA-3846-01A
74 years, female, stage:iia
21.9
TCGA-AA-3494-01A
55 years, male, stage:iv
21.9
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic
21.8
TCGA-AA-3666-01A
68 years, male, stage:iii
21.6
TCGA-AA-3939-01A
83 years, male, stage:iia
21.6
TCGA-AA-3526-01A
57 years, male, stage:i
21.6
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb
21.6
TCGA-AA-3994-01A
69 years, male, stage:iiib
21.5
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb
21.5
TCGA-DM-A1D8-01A
50 years, female, white
21.3
TCGA-AA-3862-01A
82 years, male, stage:iia
21.1
TCGA-G4-6321-01A
60 years, female, white, stage:iii
21.0
TCGA-AA-3522-01A
67 years, male, stage:iia
20.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic
20.8
TCGA-AY-6197-01A
60 years, male, white, stage:iia
20.8
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic
20.7
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia
20.4
TCGA-AA-A01Z-01A
68 years, male, stage:ii
20.2
TCGA-AA-3977-01A
65 years, male
19.9
TCGA-AA-3861-01A
72 years, male, stage:iia
19.9
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib
19.8
TCGA-AA-3664-01A
74 years, female, stage:ii
19.7
TCGA-AA-3518-01A
81 years, female, stage:iia
19.5
TCGA-G4-6588-01A
58 years, female, white, stage:iia
19.4
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv
19.0
TCGA-AA-A02E-01A
82 years, female, stage:iv
19.0
TCGA-AA-A01I-01A
76 years, male, stage:i
19.0
TCGA-AA-3844-01A
78 years, female, stage:iiic
18.9
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia
18.8
TCGA-AA-A03F-01A
90 years, female, stage:iii
18.7
TCGA-AZ-6598-01A
77 years, female, white, stage:ii
18.5
TCGA-AA-A02O-01A
82 years, male, stage:ii
18.4
TCGA-AZ-6606-01A
81 years, male, white, stage:iv
18.3
TCGA-D5-6532-01A
61 years, male, white, stage:iia
18.3
TCGA-AA-A01Q-01A
48 years, female, stage:ii
18.2
TCGA-AA-3525-01A
90 years, male, stage:iiib
18.1
TCGA-CA-5254-01A
42 years, female, asian, stage:iia
18.1
TCGA-AA-3685-01A
69 years, male, stage:ii
17.9
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva
17.9
TCGA-AA-3663-01A
42 years, male, stage:ii
17.8
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib
17.4
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia
17.2
TCGA-AA-3941-01A
84 years, female, stage:iva
17.1
TCGA-AA-3675-01A
84 years, male, stage:ii
17.0
TCGA-AA-A01G-01A
63 years, male, stage:iia
17.0
TCGA-AA-3561-01A
72 years, male, stage:iia
17.0
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia
16.9
TCGA-DM-A28K-01A
75 years, male, white, stage:iia
16.8
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia
16.5
TCGA-AA-3516-01A
74 years, female, stage:iii
16.4
TCGA-CA-5256-01A
54 years, female, asian, stage:iia
16.4
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib
16.3
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia
16.0
TCGA-AA-3667-01A
36 years, female, stage:i
15.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia
15.7
TCGA-AA-3488-01A
58 years, male, stage:iv
15.6
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva
15.6
TCGA-A6-5666-01A
78 years, male, white, stage:iic
15.1
TCGA-AA-A01V-01A
59 years, male, stage:i
14.8
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia
14.5
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia
14.0
TCGA-DM-A28C-01A
74 years, male, white, stage:iia
13.8
TCGA-G4-6307-01A
37 years, female, white, stage:iiib
13.6
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i
13.5
TCGA-G4-6626-01A
90 years, male, white, stage:iia
13.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic
13.0
TCGA-CM-4744-01A
69 years, male, white, stage:i
12.8
TCGA-A6-2683-01A
57 years, female, white, stage:iv
12.5
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i
12.4
TCGA-AZ-4614-01A
71 years, female, white, stage:iva
12.3
TCGA-A6-5665-01A
84 years, female, white, stage:iia
12.2
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib
12.0
TCGA-AA-A024-01A
81 years, male, stage:ii
12.0
TCGA-AD-6889-01A
male, asian, stage:iia
11.9
TCGA-AA-A02K-01A
50 years, male, stage:iv
11.9
TCGA-AA-A02J-01A
70 years, female, stage:iv
11.9
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i
11.8
TCGA-DM-A28E-01A
72 years, female, white, stage:iia
11.6
TCGA-D5-5540-01A
73 years, male, white, stage:iia
11.4
TCGA-AZ-6599-01A
72 years, male, white, stage:i
11.3
TCGA-AA-3524-01A
85 years, male, stage:ii
11.0
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib
10.7
TCGA-AA-3542-01A
69 years, male, stage:iiic
10.6
TCGA-A6-2679-01A
73 years, female, white, stage:iib
10.6
TCGA-AA-A01T-01A
63 years, female, stage:iii
10.4
TCGA-DM-A288-01A
68 years, male, white, stage:iiic
10.4
TCGA-AA-A029-01A
67 years, male, stage:ii
10.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia
10.1
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia
10.0
TCGA-AA-A00W-01A
80 years, male, stage:i
9.9
TCGA-AZ-4313-01A
51 years, female, white, stage:i
9.8
TCGA-AA-A01S-01A
47 years, female, stage:iii
9.8
TCGA-CA-5255-01A
45 years, male, asian, stage:iia
9.4
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i
9.2
TCGA-G4-6320-01A
73 years, male, white, stage:iii
9.1
TCGA-G4-6304-01A
66 years, female, white, stage:iib
8.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia
8.6
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic
8.6
TCGA-AA-A01F-01A
72 years, male, stage:iiib
8.2
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib
8.1
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia
8.1
TCGA-D5-6537-01A
64 years, male, white, stage:iiib
8.0
TCGA-AA-3979-01A
84 years, male, stage:iia
7.9
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia
7.5
TCGA-G4-6306-01A
71 years, male, white
7.3
TCGA-DM-A28M-01A
63 years, male, white, stage:iia
7.2
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia
6.8
TCGA-AD-6888-01A
73 years, male, white, stage:iiib
6.1
TCGA-G4-6317-01A
51 years, female, white, stage:iiic
5.8
TCGA-AA-A02Y-01A
73 years, male, stage:i
3.1
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
26.2 FPKM
36.3 FPKM
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.
47%
51%
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.
61%
49%
Log-rank P valuei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
The Scatter Survival plot shows the clinical status for all individuals in the patient cohort, based on the same data as in the Kaplan-Meier plots. Living patients are shown in blue and deceased patients in red. The x-axis shows the expression levels (FPKM) of the investigated gene at the time of diagnosis and the y-axis shows the number of years of survival (living years) after the diagnosis.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or several category buttons to the left. 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 changed to "x linear" by clicking on the "x log" button on the left. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
Stage:
TCGA RNA samplesi
RNA-seq data is reported as median 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 FPKM
46.5
Number of samples
159
Samples
Sample
Description
FPKM
TCGA-EI-7004-01A
37 years, female, white
331.5
TCGA-DC-6156-01A
62 years, male, white, stage:iva
156.1
TCGA-AF-2690-01A
77 years, female, white, stage:iiic
156.1
TCGA-F5-6464-01A
77 years, female, white, stage:iiic
149.9
TCGA-AG-3731-01A
65 years, male, stage:iv
137.7
TCGA-DC-6681-01A
70 years, female, white, stage:iva
127.0
TCGA-F5-6812-01A
67 years, male, white, stage:iia
121.0
TCGA-EI-6884-01A
71 years, male, white, stage:iiia
114.6
TCGA-F5-6864-01A
74 years, female, white, stage:iiib
109.1
TCGA-AG-3901-01A
67 years, female, stage:iiib
107.9
TCGA-F5-6702-01A
71 years, male, white, stage:iva
106.6
TCGA-AH-6547-01A
79 years, female, white
97.2
TCGA-CI-6620-01A
41 years, female, white, stage:iva
94.2
TCGA-AF-2687-01A
57 years, male, white, stage:iiic
92.9
TCGA-F5-6571-01A
62 years, female, white, stage:iia
88.0
TCGA-EI-6514-01A
59 years, female, white, stage:iia
87.6
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia
86.9
TCGA-CI-6621-01A
63 years, male, white, stage:iiib
82.5
TCGA-AH-6549-01A
66 years, male, white
79.5
TCGA-DC-6158-01A
70 years, male, white, stage:i
77.0
TCGA-EI-6917-01A
33 years, male, white, stage:iiia
76.8
TCGA-EI-6506-01A
78 years, female, white, stage:iia
75.8
TCGA-AF-3400-01A
54 years, male, white, stage:iia
75.1
TCGA-AG-3728-01A
73 years, male, stage:iiib
72.1
TCGA-F5-6811-01A
72 years, female, white, stage:iia
70.1
TCGA-CI-6624-01C
53 years, female, white, stage:i
69.2
TCGA-AG-3890-01A
62 years, male, stage:i
67.6
TCGA-AG-4001-01A
74 years, female, stage:iia
66.5
TCGA-AF-2692-01A
54 years, female, white, stage:iia
65.4
TCGA-AH-6644-01A
73 years, male, white
65.1
TCGA-F5-6465-01A
64 years, female, white, stage:iia
63.4
TCGA-AG-3593-01A
72 years, female, stage:iia
63.3
TCGA-CI-6619-01B
41 years, male, white, stage:iv
63.1
TCGA-EI-6508-01A
48 years, female, white, stage:iiib
62.9
TCGA-AF-4110-01A
77 years, male, white, stage:iva
62.1
TCGA-AF-6136-01A
72 years, female, white, stage:iiib
61.2
TCGA-AF-2693-01A
75 years, male, white, stage:i
59.4
TCGA-F5-6813-01A
70 years, male, white, stage:iiic
57.9
TCGA-AG-4022-01A
59 years, female, stage:ii
57.5
TCGA-AG-3893-01A
74 years, male, stage:iiib
56.0
TCGA-AG-4007-01A
87 years, male, stage:iv
55.9
TCGA-AG-3896-01A
85 years, female, stage:i
54.4
TCGA-AG-3732-01A
78 years, female, stage:i
53.0
TCGA-AG-4008-01A
63 years, male, stage:iia
52.0
TCGA-AG-A023-01A
62 years, female, stage:iv
51.5
TCGA-DC-6155-01A
31 years, female, white, stage:iiia
51.3
TCGA-EI-6511-01A
52 years, male, white, stage:iiib
50.2
TCGA-AG-3881-01A
83 years, female, stage:iia
49.8
TCGA-G5-6572-01A
56 years, male, white
49.5
TCGA-EI-7002-01A
58 years, male, white, stage:iv
49.0
TCGA-G5-6233-01A
74 years, male, white
48.6
TCGA-DT-5265-01A
51 years, male, asian, stage:ii
48.4
TCGA-AG-3584-01A
60 years, male, stage:iv
48.3
TCGA-F5-6863-01A
71 years, female, white, stage:iiib
47.4
TCGA-AF-2691-01A
48 years, female, white, stage:i
47.3
TCGA-F5-6814-01A
57 years, male, white, stage:iia
47.2
TCGA-AF-6655-01A
66 years, male, white, stage:iiia
47.1
TCGA-AG-3592-01A
68 years, male, stage:iia
44.2
TCGA-EI-6885-01A
57 years, female, white, stage:iv
44.1
TCGA-AG-3902-01A
61 years, male, stage:iia
43.6
TCGA-AG-3581-01A
63 years, male, stage:i
42.4
TCGA-EI-6882-01A
59 years, male, white, stage:iia
41.7
TCGA-AG-3742-01A
85 years, female, stage:i
41.4
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i
41.3
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia
40.8
TCGA-AG-A01N-01A
68 years, female, stage:iv
40.8
TCGA-AH-6643-01A
50 years, male, white, stage:iiic
40.3
TCGA-DC-4745-01A
49 years, female, white, stage:iiib
39.4
TCGA-CL-4957-01A
79 years, female
39.4
TCGA-AG-3612-01A
55 years, female, stage:iiib
39.3
TCGA-AG-A00H-01A
75 years, male, stage:iia
39.3
TCGA-AF-3911-01A
48 years, male, white, stage:iiic
39.0
TCGA-AG-A036-01A
71 years, male, stage:iii
38.8
TCGA-AG-3883-01A
69 years, male, stage:i
38.4
TCGA-DC-6154-01A
57 years, female, white, stage:iva
38.3
TCGA-AG-3599-01A
70 years, male, stage:i
38.2
TCGA-DC-6160-01A
68 years, male, white, stage:i
37.4
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia
37.0
TCGA-AG-3882-01A
66 years, female, stage:i
36.9
TCGA-EF-5831-01A
72 years, male, white, stage:iia
36.3
TCGA-CI-6623-01B
44 years, male, white, stage:i
36.2
TCGA-AG-4021-01A
84 years, female, stage:iv
35.5
TCGA-AG-3898-01A
61 years, male, stage:iia
35.2
TCGA-AG-3587-01A
65 years, male, stage:i
35.2
TCGA-AG-4005-01A
64 years, male, stage:iv
35.1
TCGA-AG-3578-01A
76 years, female, stage:iia
34.9
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia
34.5
TCGA-EI-6507-01A
60 years, male, white, stage:iia
34.2
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib
34.2
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv
33.8
TCGA-AG-3586-01A
72 years, female, stage:iii
33.5
TCGA-AG-3609-01A
65 years, female, stage:iiic
32.8
TCGA-AG-A025-01A
62 years, female, stage:i
32.6
TCGA-AG-A026-01A
66 years, male, stage:ii
32.5
TCGA-AG-3909-01A
69 years, female, stage:iiib
32.3
TCGA-DC-6683-01A
43 years, male, white, stage:iiib
31.7
TCGA-AG-3878-01A
64 years, male, stage:i
31.5
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic
31.3
TCGA-AG-3594-01A
77 years, male, stage:iia
31.0
TCGA-AG-3600-01A
62 years, male, stage:iiic
30.6
TCGA-EI-6513-01A
59 years, male, white, stage:iiib
30.4
TCGA-EI-6512-01A
64 years, female, white, stage:iiib
30.0
TCGA-F5-6861-01A
60 years, female, white, stage:iia
29.9
TCGA-AH-6903-01A
46 years, male, white, stage:iiib
29.7
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic
29.6
TCGA-AG-3574-01A
89 years, female, stage:ii
29.4
TCGA-BM-6198-01A
73 years, male, white, stage:iiib
29.3
TCGA-AG-A011-01A
80 years, male, stage:iia
29.3
TCGA-AG-3887-01A
68 years, male, stage:iia
29.0
TCGA-EF-5830-01A
54 years, male, white, stage:iib
28.6
TCGA-AG-3582-01A
75 years, male, stage:iv
28.2
TCGA-CL-5917-01A
71 years, female, white, stage:iiic
28.1
TCGA-AG-3583-01A
66 years, male, stage:iv
27.9
TCGA-AG-3727-01A
78 years, female, stage:iii
27.6
TCGA-EI-6881-01A
60 years, male, white, stage:iiia
27.5
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib
26.9
TCGA-AF-6672-01A
43 years, male, white, stage:iv
26.8
TCGA-AH-6897-01A
48 years, male, white, stage:i
26.8
TCGA-AG-3885-01A
71 years, female, stage:iiib
26.5
TCGA-AF-5654-01A
73 years, female, white, stage:i
26.3
TCGA-AG-3892-01A
57 years, female, stage:i
26.1
TCGA-CI-6622-01A
74 years, male, white, stage:iib
25.6
TCGA-AG-3608-01A
79 years, female, stage:iia
25.0
TCGA-AG-A002-01A
35 years, male, stage:i
24.7
TCGA-DC-5337-01A
69 years, male, white, stage:i
24.6
TCGA-AG-3999-01A
61 years, female, stage:iiic
23.7
TCGA-AG-3725-01A
90 years, female, stage:iii
23.4
TCGA-AG-3894-01A
65 years, male, stage:iia
23.3
TCGA-AG-3575-01A
51 years, male, stage:ii
23.1
TCGA-DC-4749-01A
57 years, male, white, stage:i
22.6
TCGA-AG-3726-01A
63 years, female, stage:i
22.0
TCGA-AG-3591-01A
66 years, female, stage:iia
21.9
TCGA-AG-3598-01A
69 years, male, stage:iia
21.7
TCGA-EI-6509-01A
53 years, male, white, stage:iiic
20.9
TCGA-DC-6682-01A
57 years, male, white, stage:iia
20.8
TCGA-AG-A016-01A
55 years, male, stage:iv
19.9
TCGA-EI-6883-01A
63 years, male, white, stage:iic
19.2
TCGA-AG-A032-01A
68 years, male, stage:iiib
19.2
TCGA-AG-A00Y-01A
68 years, male, stage:iia
18.7
TCGA-AG-3580-01A
67 years, male, stage:i
18.0
TCGA-EI-6510-01A
77 years, female, white
17.6
TCGA-AG-A02N-01A
67 years, male, stage:ii
17.1
TCGA-AG-3605-01A
85 years, female, stage:iv
16.1
TCGA-AH-6544-01A
60 years, male, white
14.8
TCGA-G5-6641-01A
67 years, male, white, stage:iiia
14.6
TCGA-AG-A02G-01A
66 years, male, stage:iv
14.3
TCGA-AG-A01J-01A
59 years, female, stage:iia
14.1
TCGA-AG-A008-01A
50 years, female, stage:i
13.7
TCGA-CL-5918-01A
90 years, female, white, stage:iia
13.5
TCGA-AG-A015-01A
64 years, female, stage:i
13.3
TCGA-AG-3611-01A
72 years, male, stage:iia
13.1
TCGA-AG-A014-01A
86 years, male, stage:i
12.4
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia
12.0
TCGA-G5-6235-01A
72 years, male, white, stage:iiib
11.1
TCGA-AG-A020-01A
57 years, female, stage:iii
11.1
TCGA-AG-A00C-01A
49 years, female, stage:iiib
10.8
TCGA-AG-A02X-01A
77 years, male, stage:i
9.4
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva
9.1
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia
7.3
Show all
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.
