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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.
17.3 FPKM
23.7 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.
64%
65%
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.
46%
58%
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
37.0
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-EI-6509-01A
53 years, male, white, stage:iiic
2099.0
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic
1180.1
TCGA-AA-3517-01A
60 years, male, stage:iia
931.2
TCGA-AH-6643-01A
50 years, male, white, stage:iiic
636.1
TCGA-F5-6813-01A
70 years, male, white, stage:iiic
478.9
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic
474.8
TCGA-AG-3883-01A
69 years, male, stage:i
416.1
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia
400.5
TCGA-AG-3898-01A
61 years, male, stage:iia
398.7
TCGA-AD-6888-01A
73 years, male, white, stage:iiib
348.4
TCGA-AA-3869-01A
76 years, male, stage:iv
187.7
TCGA-AA-3994-01A
69 years, male, stage:iiib
169.3
TCGA-AA-A02O-01A
82 years, male, stage:ii
155.8
TCGA-AA-A02K-01A
50 years, male, stage:iv
82.8
TCGA-CA-5254-01A
42 years, female, asian, stage:iia
73.6
TCGA-G4-6303-01A
54 years, female, white, stage:iv
58.0
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva
56.3
TCGA-AG-3882-01A
66 years, female, stage:i
53.4
TCGA-AG-4007-01A
87 years, male, stage:iv
53.0
TCGA-D5-6537-01A
64 years, male, white, stage:iiib
50.2
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb
49.0
TCGA-AZ-4614-01A
71 years, female, white, stage:iva
48.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib
47.1
TCGA-AG-3885-01A
71 years, female, stage:iiib
47.0
TCGA-CA-6719-01A
77 years, male, asian, stage:iia
46.5
TCGA-EI-6510-01A
77 years, female, white
46.2
TCGA-AG-3581-01A
63 years, male, stage:i
45.7
TCGA-AG-A02G-01A
66 years, male, stage:iv
45.1
TCGA-D5-6530-01A
53 years, male, white, stage:i
45.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib
44.3
TCGA-EI-6514-01A
59 years, female, white, stage:iia
44.2
TCGA-AA-A03F-01A
90 years, female, stage:iii
43.8
TCGA-AG-3726-01A
63 years, female, stage:i
43.7
TCGA-AG-3732-01A
78 years, female, stage:i
43.3
TCGA-AG-3909-01A
69 years, female, stage:iiib
42.9
TCGA-A6-6142-01A
56 years, female, white, stage:iva
42.9
TCGA-AA-3812-01A
82 years, female, stage:iia
42.6
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia
42.4
TCGA-AG-A016-01A
55 years, male, stage:iv
41.2
TCGA-AA-A01S-01A
47 years, female, stage:iii
40.9
TCGA-CM-6172-01A
70 years, female, white, stage:iiib
40.8
TCGA-AG-A01J-01A
59 years, female, stage:iia
40.5
TCGA-DC-6154-01A
57 years, female, white, stage:iva
40.4
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia
40.2
TCGA-AG-3727-01A
78 years, female, stage:iii
40.1
TCGA-G4-6321-01A
60 years, female, white, stage:iii
40.1
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia
39.8
TCGA-AA-3552-01A
85 years, male, stage:iiic
39.8
TCGA-AG-A014-01A
86 years, male, stage:i
38.9
TCGA-CA-5796-01A
53 years, female, asian, stage:iia
38.7
TCGA-AA-3556-01A
78 years, male, stage:i
38.7
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia
38.6
TCGA-F5-6864-01A
74 years, female, white, stage:iiib
38.4
TCGA-AA-A017-01A
57 years, female, stage:iia
38.3
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib
38.3
TCGA-AG-3893-01A
74 years, male, stage:iiib
38.2
TCGA-DT-5265-01A
51 years, male, asian, stage:ii
37.8
TCGA-AA-3975-01A
80 years, male, stage:i
37.7
TCGA-AA-3680-01A
67 years, female, stage:iv
37.4
TCGA-AA-A024-01A
81 years, male, stage:ii
37.4
TCGA-AG-3608-01A
79 years, female, stage:iia
37.1
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic
37.1
TCGA-AG-3728-01A
73 years, male, stage:iiib
37.1
TCGA-AA-3875-01A
78 years, female, stage:i
36.8
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i
36.7
TCGA-CM-6170-01A
73 years, female, white, stage:i
36.4
TCGA-EI-6884-01A
71 years, male, white, stage:iiia
36.3
TCGA-AG-A025-01A
62 years, female, stage:i
36.0
TCGA-AG-3878-01A
64 years, male, stage:i
35.8
TCGA-A6-2683-01A
57 years, female, white, stage:iv
35.6
TCGA-AG-A026-01A
66 years, male, stage:ii
35.3
TCGA-A6-2675-01A
78 years, male, white, stage:iia
35.3
TCGA-F4-6856-01A
45 years, male, white, stage:i
35.2
TCGA-AH-6897-01A
48 years, male, white, stage:i
35.0
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv
35.0
TCGA-AA-A01X-01A
80 years, female, stage:iii
34.9
TCGA-AG-3725-01A
90 years, female, stage:iii
34.8
TCGA-CK-4948-01B
45 years, female, white, stage:iii
34.8
TCGA-AA-3667-01A
36 years, female, stage:i
34.7
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i
34.7
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva
34.7
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib
34.6
TCGA-G4-6320-01A
73 years, male, white, stage:iii
34.5
TCGA-AY-4071-01A
63 years, female, white, stage:i
34.5
TCGA-AG-3890-01A
62 years, male, stage:i
34.5
TCGA-AG-A023-01A
62 years, female, stage:iv
34.4
TCGA-AA-A00L-01A
66 years, male, stage:iia
34.4
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic
34.3
TCGA-CM-4747-01A
47 years, male, white, stage:iva
34.2
TCGA-D5-6535-01A
80 years, female, white, stage:iiib
34.2
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic
34.1
TCGA-AA-3655-01A
68 years, male, stage:ii
34.0
TCGA-AA-A01R-01A
47 years, male, stage:iii
33.8
TCGA-AA-3867-01A
74 years, male, stage:iv
33.7
TCGA-AU-6004-01A
69 years, female, white, stage:i
33.6
TCGA-DM-A285-01A
71 years, female, white, stage:iv
33.5
TCGA-EI-7002-01A
58 years, male, white, stage:iv
33.4
TCGA-AG-4005-01A
64 years, male, stage:iv
33.4
TCGA-G4-6311-01A
80 years, male, white, stage:iii
33.2
TCGA-G5-6641-01A
67 years, male, white, stage:iiia
33.2
TCGA-CM-6676-01A
82 years, male, white, stage:i
33.2
TCGA-F5-6571-01A
62 years, female, white, stage:iia
33.1
TCGA-AA-3841-01A
66 years, male, stage:iia
33.0
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia
33.0
TCGA-F4-6806-01A
59 years, female, white, stage:i
33.0
TCGA-AA-3538-01A
54 years, female, stage:i
32.9
TCGA-G4-6588-01A
58 years, female, white, stage:iia
32.7
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv
32.7
TCGA-AA-A02E-01A
82 years, female, stage:iv
32.6
TCGA-D5-6540-01A
66 years, male, white, stage:i
32.5
TCGA-AG-3902-01A
61 years, male, stage:iia
32.4
TCGA-AD-6895-01A
84 years, male, white, stage:iiib
32.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i
32.3
TCGA-CM-6678-01A
63 years, female, white, stage:iva
32.2
TCGA-CM-6679-01A
58 years, male, white, stage:iia
31.9
TCGA-AG-A01N-01A
68 years, female, stage:iv
31.8
TCGA-AG-4021-01A
84 years, female, stage:iv
31.8
TCGA-AA-3496-01A
83 years, female, stage:ii
31.8
TCGA-D5-6532-01A
61 years, male, white, stage:iia
31.7
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib
31.6
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva
31.5
TCGA-AG-3742-01A
85 years, female, stage:i
31.4
TCGA-A6-5662-01A
46 years, male, white, stage:iva
31.2
TCGA-D5-6924-01A
68 years, male, white, stage:iia
31.2
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia
31.2
TCGA-AD-5900-01A
67 years, male, white, stage:i
31.1
TCGA-AA-3506-01A
77 years, male, stage:i
31.1
TCGA-AD-6964-01A
58 years, male, white
31.1
TCGA-D5-5539-01A
60 years, male, white, stage:iiia
31.1
TCGA-G5-6235-01A
72 years, male, white, stage:iiib
31.0
TCGA-AA-A01F-01A
72 years, male, stage:iiib
30.8
TCGA-AZ-6607-01A
69 years, male, white, stage:iv
30.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia
30.7
TCGA-AG-3611-01A
72 years, male, stage:iia
30.6
TCGA-AA-A00W-01A
80 years, male, stage:i
30.6
TCGA-AD-6899-01A
84 years, male, white, stage:iiic
30.6
TCGA-AA-3833-01A
63 years, female, stage:iia
30.6
TCGA-AZ-6601-01A
68 years, male, white, stage:ii
30.6
TCGA-D5-6929-01A
49 years, female, white, stage:iv
30.4
TCGA-AA-3837-01A
67 years, male, stage:iia
30.4
TCGA-AG-A011-01A
80 years, male, stage:iia
30.3
TCGA-A6-6649-01A
66 years, male, white, stage:iiib
30.3
TCGA-AA-3854-01A
71 years, female, stage:i
30.3
TCGA-A6-6140-01A
62 years, male, white, stage:iia
30.3
TCGA-AA-3973-01A
69 years, male, stage:iv
30.2
TCGA-G4-6293-01A
49 years, female, white, stage:iii
30.1
TCGA-AA-A00Q-01A
66 years, female, stage:iiib
30.1
TCGA-AA-3815-01A
65 years, female, stage:iia
30.1
TCGA-AA-A00O-01A
83 years, female, stage:iiic
30.1
TCGA-CK-6748-01A
45 years, female, white, stage:iv
30.1
TCGA-EI-6506-01A
78 years, female, white, stage:iia
30.0
TCGA-AG-3584-01A
60 years, male, stage:iv
30.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia
29.9
TCGA-AG-A00C-01A
49 years, female, stage:iiib
29.8
TCGA-DM-A28E-01A
72 years, female, white, stage:iia
29.7
TCGA-G4-6304-01A
66 years, female, white, stage:iib
29.7
TCGA-G4-6317-01A
51 years, female, white, stage:iiic
29.7
TCGA-AA-3956-01A
65 years, male, stage:iia
29.6
TCGA-G4-6306-01A
71 years, male, white
29.6
TCGA-A6-6653-01A
82 years, male, white, stage:i
29.6
TCGA-AZ-6599-01A
72 years, male, white, stage:i
29.5
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i
29.5
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic
29.5
TCGA-CM-4751-01A
62 years, male, white, stage:iiib
29.4
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia
29.4
TCGA-A6-5665-01A
84 years, female, white, stage:iia
29.4
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib
29.4
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i
29.2
TCGA-D5-6922-01A
76 years, male, white, stage:iiia
29.2
TCGA-AA-3970-01A
65 years, male, stage:iia
29.2
TCGA-AA-A01G-01A
63 years, male, stage:iia
29.1
TCGA-AG-3894-01A
65 years, male, stage:iia
29.0
TCGA-F4-6854-01A
77 years, female, white, stage:iia
29.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib
28.8
TCGA-G4-6307-01A
37 years, female, white, stage:iiib
28.8
TCGA-AA-3819-01A
41 years, female, stage:iia
28.8
TCGA-AA-3679-01A
59 years, male, stage:iv
28.7
TCGA-AD-6890-01A
65 years, male, white
28.7
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia
28.7
TCGA-DC-6683-01A
43 years, male, white, stage:iiib
28.7
TCGA-CM-6165-01A
74 years, male, white, stage:iia
28.7
TCGA-D5-6529-01A
69 years, male, white, stage:iia
28.6
TCGA-EI-6881-01A
60 years, male, white, stage:iiia
28.6
TCGA-A6-2686-01A
81 years, female, white, stage:iia
28.6
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib
28.5
TCGA-CM-5861-01A
63 years, female, white, stage:iia
28.4
TCGA-AD-6963-01A
58 years, male, white
28.4
TCGA-CK-5913-01A
58 years, female, white, stage:iia
28.3
TCGA-DC-6681-01A
70 years, female, white, stage:iva
28.3
TCGA-D5-5541-01A
63 years, male, white, stage:iiib
28.2
TCGA-AA-A01V-01A
59 years, male, stage:i
28.2
TCGA-EI-6508-01A
48 years, female, white, stage:iiib
28.1
TCGA-AG-4001-01A
74 years, female, stage:iia
28.1
TCGA-F5-6811-01A
72 years, female, white, stage:iia
28.1
TCGA-AA-A03J-01A
65 years, female, stage:i
28.0
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii
28.0
TCGA-AA-3543-01A
84 years, male, stage:i
27.7
TCGA-CM-5863-01A
60 years, female, white, stage:iiib
27.7
TCGA-AA-3848-01A
82 years, female, stage:iiic
27.6
TCGA-D5-6931-01A
77 years, male, white, stage:iiic
27.6
TCGA-DC-6682-01A
57 years, male, white, stage:iia
27.5
TCGA-AA-3494-01A
55 years, male, stage:iv
27.5
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva
27.5
TCGA-AA-3534-01A
78 years, female, stage:iia
27.4
TCGA-AA-A02R-01A
84 years, female, stage:iia
27.4
TCGA-AF-6672-01A
43 years, male, white, stage:iv
27.3
TCGA-AF-2691-01A
48 years, female, white, stage:i
27.2
TCGA-AA-3492-01A
90 years, female, stage:ii
27.2
TCGA-CI-6620-01A
41 years, female, white, stage:iva
27.0
TCGA-AG-3599-01A
70 years, male, stage:i
27.0
TCGA-AA-3672-01A
90 years, female, stage:iii
27.0
TCGA-AA-3856-01A
59 years, male, stage:iia
27.0
TCGA-AA-3514-01A
81 years, female, stage:i
26.9
TCGA-G4-6310-01A
69 years, male, white, stage:iiib
26.9
TCGA-AA-A01Q-01A
48 years, female, stage:ii
26.9
TCGA-AA-3696-01A
75 years, female, stage:iv
26.9
TCGA-AA-3870-01A
71 years, female, stage:iv
26.8
TCGA-D5-6539-01A
45 years, female, white
26.7
TCGA-CM-6680-01A
78 years, female, white, stage:iiib
26.7
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia
26.6
TCGA-G4-6586-01A
74 years, female, white, stage:iia
26.5
TCGA-CM-5348-01A
72 years, male, white, stage:iiib
26.4
TCGA-AA-3821-01A
81 years, female, stage:i
26.4
TCGA-AA-3511-01A
64 years, male, stage:ii
26.3
TCGA-EI-6883-01A
63 years, male, white, stage:iic
26.3
TCGA-F4-6570-01A
78 years, female, white, stage:iia
26.3
TCGA-AA-A00A-01A
80 years, male, stage:iia
26.3
TCGA-AH-6544-01A
60 years, male, white
26.2
TCGA-D5-6538-01A
79 years, female, white, stage:iiib
26.2
TCGA-AA-3502-01A
73 years, male, stage:i
26.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic
26.2
TCGA-D5-6927-01A
34 years, male, white, stage:iia
26.1
TCGA-AG-4008-01A
63 years, male, stage:iia
26.1
TCGA-AG-A032-01A
68 years, male, stage:iiib
26.1
TCGA-F4-6808-01A
54 years, female, white, stage:i
26.1
TCGA-G4-6315-01A
66 years, male, white, stage:iv
26.0
TCGA-AA-3518-01A
81 years, female, stage:iia
26.0
TCGA-AG-3578-01A
76 years, female, stage:iia
26.0
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic
25.9
TCGA-AZ-6603-01A
77 years, female, white
25.8
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib
25.8
TCGA-AA-A02H-01A
74 years, female, stage:iv
25.7
TCGA-A6-6138-01A
61 years, male, white, stage:i
25.7
TCGA-F4-6855-01A
70 years, female, white, stage:iia
25.6
TCGA-A6-2672-01B
82 years, female, white, stage:iiib
25.6
TCGA-AF-3911-01A
48 years, male, white, stage:iiic
25.6
TCGA-CK-4947-01B
46 years, female, white, stage:iiib
25.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib
25.4
TCGA-AU-3779-01A
80 years, female, white, stage:iia
25.4
TCGA-AA-A00N-01A
75 years, male, stage:iib
25.4
TCGA-CK-6751-01A
88 years, female, white, stage:i
25.4
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia
25.4
TCGA-D5-6932-01A
69 years, male, white, stage:iia
25.3
TCGA-D5-6926-01A
65 years, male, white, stage:iiib
25.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia
25.2
TCGA-F5-6861-01A
60 years, female, white, stage:iia
25.2
TCGA-CA-6717-01A
57 years, male, asian, stage:iia
25.1
TCGA-CI-6624-01C
53 years, female, white, stage:i
25.1
TCGA-AA-A01D-01A
47 years, female, stage:iiic
25.1
TCGA-DM-A28G-01A
75 years, male, white, stage:iia
25.0
TCGA-A6-2671-01A
85 years, male, white, stage:iv
25.0
TCGA-CM-5868-01A
59 years, female, white, stage:iva
24.9
TCGA-AA-3554-01A
62 years, female, stage:iia
24.9
TCGA-AA-A01K-01A
74 years, female, stage:iiic
24.9
TCGA-AA-3678-01A
60 years, female, stage:iii
24.8
TCGA-G4-6297-01A
55 years, female, white, stage:iv
24.8
TCGA-A6-3807-01A
53 years, female, white, stage:iiic
24.8
TCGA-CL-5918-01A
90 years, female, white, stage:iia
24.8
TCGA-F5-6465-01A
64 years, female, white, stage:iia
24.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib
24.7
TCGA-EI-6513-01A
59 years, male, white, stage:iiib
24.7
TCGA-AD-6901-01A
78 years, male, white
24.6
TCGA-G5-6572-01A
56 years, male, white
24.6
TCGA-CK-5916-01A
71 years, female, white, stage:i
24.5
TCGA-A6-2678-01A
43 years, female, white, stage:iiib
24.5
TCGA-AG-3582-01A
75 years, male, stage:iv
24.5
TCGA-AA-3986-01A
73 years, male, stage:i
24.4
TCGA-AA-3858-01A
67 years, male, stage:i
24.4
TCGA-CM-6163-01A
74 years, male, white, stage:i
24.4
TCGA-AG-3586-01A
72 years, female, stage:iii
24.3
TCGA-AG-4022-01A
59 years, female, stage:ii
24.3
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv
24.3
TCGA-DM-A288-01A
68 years, male, white, stage:iiic
24.2
TCGA-D5-6930-01A
67 years, male, white, stage:iia
24.2
TCGA-F4-6807-01A
51 years, female, white, stage:iiic
24.2
TCGA-AA-3495-01A
79 years, male, stage:i
24.1
TCGA-A6-6654-01A
65 years, female, white, stage:iiib
24.1
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i
24.1
TCGA-CM-6161-01A
36 years, female, white, stage:i
24.0
TCGA-DM-A28C-01A
74 years, male, white, stage:iia
23.9
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia
23.9
TCGA-CM-4750-01A
34 years, female, white, stage:iiia
23.9
TCGA-A6-6651-01A
55 years, female, white, stage:iiib
23.9
TCGA-CL-5917-01A
71 years, female, white, stage:iiic
23.8
TCGA-AA-3562-01A
82 years, male, stage:iiic
23.8
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic
23.8
TCGA-AA-3831-01A
66 years, male, stage:iia
23.8
TCGA-F4-6463-01A
51 years, male, white, stage:iia
23.7
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib
23.7
TCGA-F4-6569-01A
60 years, male, white, stage:i
23.7
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib
23.7
TCGA-G4-6626-01A
90 years, male, white, stage:iia
23.6
TCGA-AD-6965-01A
62 years, male, white, stage:iiic
23.6
TCGA-AG-3896-01A
85 years, female, stage:i
23.5
TCGA-A6-2681-01A
73 years, female, white, stage:iia
23.5
TCGA-AA-A004-01A
76 years, male, stage:iia
23.4
TCGA-G4-6628-01A
78 years, male, white, stage:i
23.4
TCGA-AF-2693-01A
75 years, male, white, stage:i
23.4
TCGA-CA-5255-01A
45 years, male, asian, stage:iia
23.3
TCGA-AA-A02W-01A
73 years, female, stage:i
23.3
TCGA-AG-A02N-01A
67 years, male, stage:ii
23.3
TCGA-AA-3524-01A
85 years, male, stage:ii
23.2
TCGA-AA-3525-01A
90 years, male, stage:iiib
23.2
TCGA-AA-3660-01A
51 years, female, stage:ii
23.1
TCGA-AA-A029-01A
67 years, male, stage:ii
23.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv
22.9
TCGA-AA-A02J-01A
70 years, female, stage:iv
22.9
TCGA-AY-6197-01A
60 years, male, white, stage:iia
22.9
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib
22.8
TCGA-AA-3713-01A
68 years, male, stage:iv
22.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib
22.7
TCGA-A6-6782-01A
82 years, male, white, stage:iib
22.6
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic
22.5
TCGA-D5-7000-01A
79 years, female, white, stage:i
22.5
TCGA-AA-A00Z-01A
70 years, male, stage:iia
22.5
TCGA-AZ-4313-01A
51 years, female, white, stage:i
22.4
TCGA-D5-6920-01A
77 years, female, white, stage:iia
22.3
TCGA-CM-6674-01A
39 years, male, white, stage:iia
22.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia
22.3
TCGA-A6-3810-01A
63 years, male, white, stage:iia
22.3
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia
22.3
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib
22.2
TCGA-AG-A020-01A
57 years, female, stage:iii
22.2
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic
22.1
TCGA-CI-6619-01B
41 years, male, white, stage:iv
22.1
TCGA-DC-6160-01A
68 years, male, white, stage:i
22.0
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib
21.9
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib
21.9
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia
21.9
TCGA-AG-A015-01A
64 years, female, stage:i
21.9
TCGA-DC-6156-01A
62 years, male, white, stage:iva
21.8
TCGA-AA-3688-01A
80 years, male, stage:iv
21.8
TCGA-CA-6716-01A
65 years, male, asian, stage:iia
21.8
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib
21.7
TCGA-AZ-6606-01A
81 years, male, white, stage:iv
21.7
TCGA-AA-A00D-01A
70 years, male, stage:i
21.7
TCGA-AA-3971-01A
58 years, male, stage:iii
21.6
TCGA-D5-6898-01A
51 years, female, white, stage:i
21.6
TCGA-AA-A01P-01A
80 years, female, stage:iii
21.5
TCGA-AG-3594-01A
77 years, male, stage:iia
21.5
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia
21.5
TCGA-AA-A00U-01A
50 years, male, stage:iiib
21.4
TCGA-CI-6623-01B
44 years, male, white, stage:i
21.4
TCGA-AH-6903-01A
46 years, male, white, stage:iiib
21.4
TCGA-CK-5912-01A
82 years, male, white, stage:i
21.4
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic
21.4
TCGA-EI-6917-01A
33 years, male, white, stage:iiia
21.4
TCGA-A6-5666-01A
78 years, male, white, stage:iic
21.4
TCGA-AA-3855-01A
72 years, male, stage:i
21.2
TCGA-G4-6627-01A
84 years, male, white, stage:iia
21.1
TCGA-AA-3972-01A
72 years, male, stage:iv
21.1
TCGA-AA-3692-01A
47 years, female, stage:iv
21.1
TCGA-AA-3548-01A
71 years, female, stage:iiic
21.0
TCGA-AF-2692-01A
54 years, female, white, stage:iia
21.0
TCGA-AG-3600-01A
62 years, male, stage:iiic
21.0
TCGA-AA-3860-01A
53 years, female, stage:iiib
20.9
TCGA-AG-A008-01A
50 years, female, stage:i
20.9
TCGA-DM-A28K-01A
75 years, male, white, stage:iia
20.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia
20.7
TCGA-AD-6889-01A
male, asian, stage:iia
20.7
TCGA-AG-A00Y-01A
68 years, male, stage:iia
20.7
TCGA-DM-A28M-01A
63 years, male, white, stage:iia
20.7
TCGA-AG-A02X-01A
77 years, male, stage:i
20.6
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia
20.6
TCGA-AA-A00R-01A
64 years, female, stage:i
20.6
TCGA-DM-A280-01A
70 years, female, white, stage:iia
20.5
TCGA-AG-3587-01A
65 years, male, stage:i
20.5
TCGA-A6-5659-01A
82 years, male, white, stage:i
20.5
TCGA-AA-3531-01A
75 years, female, stage:iia
20.5
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib
20.4
TCGA-AA-A00E-01A
65 years, male, stage:iia
20.3
TCGA-AG-3612-01A
55 years, female, stage:iiib
20.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia
20.3
TCGA-AH-6547-01A
79 years, female, white
20.3
TCGA-AA-3697-01A
77 years, male, stage:ii
20.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib
20.1
TCGA-CL-4957-01A
79 years, female
20.1
TCGA-D5-6541-01A
49 years, male, white, stage:iia
20.1
TCGA-AA-A01C-01A
75 years, male, stage:iiia
20.0
TCGA-D5-5537-01A
83 years, male, white
20.0
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic
20.0
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia
20.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva
20.0
TCGA-F4-6805-01A
58 years, female, white, stage:iia
19.9
TCGA-AG-A00H-01A
75 years, male, stage:iia
19.9
TCGA-AA-3532-01A
63 years, male, stage:iia
19.9
TCGA-G4-6302-01A
90 years, female, white, stage:iia
19.8
TCGA-G4-6294-01A
76 years, male, white, stage:iv
19.8
TCGA-CI-6622-01A
74 years, male, white, stage:iib
19.8
TCGA-AA-3846-01A
74 years, female, stage:iia
19.8
TCGA-G4-6314-01A
76 years, female, white, stage:iv
19.7
TCGA-AA-3681-01A
77 years, female, stage:iii
19.7
TCGA-AA-3811-01A
84 years, female, stage:iii
19.7
TCGA-AZ-4684-01A
50 years, male, white, stage:iva
19.7
TCGA-AA-3553-01A
61 years, female, stage:i
19.7
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic
19.6
TCGA-EI-6885-01A
57 years, female, white, stage:iv
19.5
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia
19.5
TCGA-CM-4744-01A
69 years, male, white, stage:i
19.4
TCGA-D5-6928-01A
80 years, male, white, stage:iia
19.3
TCGA-AA-3952-01A
68 years, male, stage:iiic
19.3
TCGA-AG-3892-01A
57 years, female, stage:i
19.2
TCGA-A6-6648-01A
56 years, male, white, stage:iva
19.2
TCGA-AA-3851-01A
74 years, male, stage:iia
19.2
TCGA-AD-6548-01A
81 years, female, white, stage:i
19.2
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia
19.1
TCGA-AG-A002-01A
35 years, male, stage:i
19.1
TCGA-EI-6882-01A
59 years, male, white, stage:iia
19.1
TCGA-DC-6158-01A
70 years, male, white, stage:i
19.1
TCGA-AA-3530-01A
80 years, male, stage:i
19.0
TCGA-D5-6534-01A
62 years, female, white, stage:iia
19.0
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i
19.0
TCGA-AG-3593-01A
72 years, female, stage:iia
18.9
TCGA-AA-3544-01A
68 years, male, stage:i
18.9
TCGA-AA-A00F-01A
66 years, male, stage:iiic
18.9
TCGA-DM-A1D8-01A
50 years, female, white
18.8
TCGA-AG-3574-01A
89 years, female, stage:ii
18.7
TCGA-AA-3861-01A
72 years, male, stage:iia
18.6
TCGA-D5-5538-01A
60 years, female, white, stage:iiib
18.6
TCGA-AA-A00K-01A
79 years, male, stage:iia
18.6
TCGA-AA-A01T-01A
63 years, female, stage:iii
18.5
TCGA-AG-3731-01A
65 years, male, stage:iv
18.5
TCGA-AG-3881-01A
83 years, female, stage:iia
18.5
TCGA-AA-3673-01A
53 years, female, stage:ii
18.5
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv
18.5
TCGA-AA-3982-01A
75 years, male, stage:iiib
18.5
TCGA-D5-6536-01A
73 years, male, white, stage:iia
18.5
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb
18.4
TCGA-G4-6625-01A
77 years, female, white, stage:iia
18.4
TCGA-AG-3887-01A
68 years, male, stage:iia
18.4
TCGA-AA-3662-01A
80 years, female, stage:iv
18.4
TCGA-D5-6923-01A
57 years, male, white, stage:i
18.4
TCGA-AG-3591-01A
66 years, female, stage:iia
18.3
TCGA-AA-3675-01A
84 years, male, stage:ii
18.3
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i
18.2
TCGA-EI-6511-01A
52 years, male, white, stage:iiib
18.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic
18.2
TCGA-AG-3901-01A
67 years, female, stage:iiib
18.2
TCGA-AA-A010-01A
46 years, female, stage:iib
18.1
TCGA-F5-6464-01A
77 years, female, white, stage:iiic
18.0
TCGA-AG-3598-01A
69 years, male, stage:iia
17.9
TCGA-AA-3710-01A
80 years, female, stage:iia
17.9
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva
17.9
TCGA-DM-A282-01A
61 years, female, white, stage:iia
17.9
TCGA-F4-6459-01A
61 years, female, white, stage:iiib
17.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia
17.8
TCGA-AH-6549-01A
66 years, male, white
17.7
TCGA-AA-3522-01A
67 years, male, stage:iia
17.6
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia
17.6
TCGA-AG-3999-01A
61 years, female, stage:iiic
17.5
TCGA-AA-3663-01A
42 years, male, stage:ii
17.5
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia
17.5
TCGA-AF-4110-01A
77 years, male, white, stage:iva
17.4
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i
17.4
TCGA-AA-A02Y-01A
73 years, male, stage:i
17.3
TCGA-F4-6460-01A
51 years, female, white, stage:iiib
17.3
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia
17.2
TCGA-AA-3510-01A
70 years, male, stage:ii
17.2
TCGA-AA-3989-01A
84 years, male, stage:iv
17.2
TCGA-AA-A01Z-01A
68 years, male, stage:ii
17.1
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia
17.1
TCGA-AG-3575-01A
51 years, male, stage:ii
17.0
TCGA-AA-3519-01A
63 years, male, stage:iii
17.0
TCGA-AA-3664-01A
74 years, female, stage:ii
16.9
TCGA-G5-6233-01A
74 years, male, white
16.8
TCGA-AG-3609-01A
65 years, female, stage:iiic
16.8
TCGA-AZ-4682-01B
61 years, male, white, stage:iva
16.7
TCGA-AG-3580-01A
67 years, male, stage:i
16.7
TCGA-CM-6166-01A
48 years, female, white, stage:i
16.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii
16.6
TCGA-CM-6162-01A
48 years, female, white, stage:iiib
16.6
TCGA-CM-5349-01A
68 years, female, white, stage:iia
16.6
TCGA-A6-3808-01A
73 years, male, white, stage:iia
16.5
TCGA-F5-6812-01A
67 years, male, white, stage:iia
16.4
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib
16.4
TCGA-AA-3516-01A
74 years, female, stage:iii
16.3
TCGA-CI-6621-01A
63 years, male, white, stage:iiib
16.3
TCGA-AA-3968-01A
55 years, female, stage:i
16.2
TCGA-CA-6718-01A
46 years, male, asian, stage:iia
16.2
TCGA-EI-6512-01A
64 years, female, white, stage:iiib
16.2
TCGA-AA-3520-01A
86 years, female, stage:ii
16.2
TCGA-AA-3488-01A
58 years, male, stage:iv
16.2
TCGA-AF-2690-01A
77 years, female, white, stage:iiic
16.1
TCGA-AH-6644-01A
73 years, male, white
16.1
TCGA-AA-3866-01A
78 years, female, stage:i
16.1
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib
16.0
TCGA-AA-3818-01A
78 years, female, stage:iia
16.0
TCGA-A6-6780-01A
74 years, male, white, stage:iia
15.8
TCGA-AA-3549-01A
69 years, male, stage:i
15.8
TCGA-AA-3864-01A
71 years, male, stage:ii
15.8
TCGA-CA-5797-01A
56 years, male, asian, stage:iia
15.8
TCGA-G4-6322-01A
65 years, male, white, stage:iiib
15.7
TCGA-A6-2682-01A
70 years, male, white, stage:iv
15.6
TCGA-AF-6136-01A
72 years, female, white, stage:iiib
15.5
TCGA-A6-4107-01A
57 years, female, white, stage:iiib
15.5
TCGA-A6-2676-01A
75 years, female, white, stage:iib
15.5
TCGA-AA-3980-01A
89 years, female, stage:i
15.5
TCGA-F4-6461-01A
41 years, female, white, stage:iiic
15.4
TCGA-EI-7004-01A
37 years, female, white
15.4
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib
15.4
TCGA-AA-3979-01A
84 years, male, stage:iia
15.4
TCGA-DC-4749-01A
57 years, male, white, stage:i
15.4
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia
15.4
TCGA-CK-4952-01A
48 years, female, white, stage:iiic
15.3
TCGA-CM-6677-01A
75 years, female, white, stage:iia
15.3
TCGA-AA-3555-01A
81 years, female, stage:iia
15.2
TCGA-AG-A036-01A
71 years, male, stage:iii
15.2
TCGA-AA-A00J-01A
80 years, male, stage:iiib
15.1
TCGA-AG-3605-01A
85 years, female, stage:iv
15.1
TCGA-AA-3877-01A
83 years, female, stage:i
15.1
TCGA-AA-3930-01A
66 years, male, stage:iv
15.0
TCGA-AA-3966-01A
89 years, female, stage:iia
14.9
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia
14.9
TCGA-AA-3509-01A
54 years, female, stage:ii
14.9
TCGA-CM-6171-01A
77 years, female, white, stage:i
14.9
TCGA-AF-6655-01A
66 years, male, white, stage:iiia
14.9
TCGA-AA-3489-01A
75 years, male, stage:ii
14.9
TCGA-EI-6507-01A
60 years, male, white, stage:iia
14.8
TCGA-AG-3592-01A
68 years, male, stage:iia
14.8
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib
14.6
TCGA-AA-3560-01A
72 years, female, stage:iiic
14.6
TCGA-AF-5654-01A
73 years, female, white, stage:i
14.5
TCGA-AA-3542-01A
69 years, male, stage:iiic
14.3
TCGA-CM-5860-01A
44 years, male, white, stage:iia
14.1
TCGA-A6-2677-01B
68 years, female, white, stage:iiic
14.0
TCGA-AA-3939-01A
83 years, male, stage:iia
13.9
TCGA-F5-6863-01A
71 years, female, white, stage:iiib
13.8
TCGA-AA-3666-01A
68 years, male, stage:iii
13.8
TCGA-F4-6809-01A
52 years, female, white, stage:iva
13.8
TCGA-AA-3526-01A
57 years, male, stage:i
13.8
TCGA-AA-A01I-01A
76 years, male, stage:i
13.8
TCGA-AA-3715-01A
77 years, male, stage:ii
13.7
TCGA-AF-2687-01A
57 years, male, white, stage:iiic
13.5
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia
13.3
TCGA-AA-3842-01A
51 years, male, stage:iiia
13.2
TCGA-F4-6703-01A
64 years, male, white, stage:iia
13.2
TCGA-CM-5864-01A
60 years, male, white, stage:i
13.2
TCGA-AZ-4315-01A
61 years, male, white, stage:iia
13.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia
13.2
TCGA-AA-3977-01A
65 years, male
13.1
TCGA-AA-3941-01A
84 years, female, stage:iva
13.0
TCGA-D5-6533-01A
68 years, female, white
13.0
TCGA-AA-3949-01A
87 years, female, stage:iiib
12.9
TCGA-CA-5256-01A
54 years, female, asian, stage:iia
12.9
TCGA-A6-4105-01A
79 years, male, white, stage:iia
12.9
TCGA-F5-6814-01A
57 years, male, white, stage:iia
12.8
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv
12.8
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia
12.7
TCGA-DC-4745-01A
49 years, female, white, stage:iiib
12.6
TCGA-AZ-4616-01A
82 years, female, white, stage:iv
12.6
TCGA-EF-5830-01A
54 years, male, white, stage:iib
12.5
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic
12.3
TCGA-AA-3862-01A
82 years, male, stage:iia
12.2
TCGA-A6-2674-01A
72 years, male, white, stage:iv
12.2
TCGA-CM-5862-01A
80 years, male, white, stage:iva
12.2
TCGA-EF-5831-01A
72 years, male, white, stage:iia
12.1
TCGA-AG-3583-01A
66 years, male, stage:iv
12.0
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia
11.9
TCGA-AA-3561-01A
72 years, male, stage:iia
11.7
TCGA-A6-3809-01A
71 years, female, white, stage:iib
11.6
TCGA-F5-6702-01A
71 years, male, white, stage:iva
11.5
TCGA-G4-6295-01A
70 years, female, white, stage:ii
11.5
TCGA-AA-3685-01A
69 years, male, stage:ii
11.4
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic
11.3
TCGA-AA-3976-01A
70 years, male, stage:iiia
11.2
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib
11.1
TCGA-AZ-6598-01A
77 years, female, white, stage:ii
11.1
TCGA-BM-6198-01A
73 years, male, white, stage:iiib
11.0
TCGA-CM-4743-01A
69 years, male, white, stage:iia
10.9
TCGA-DC-5337-01A
69 years, male, white, stage:i
10.8
TCGA-CK-5914-01A
81 years, male, white, stage:iiib
10.7
TCGA-AA-A02F-01A
68 years, female, stage:iv
10.6
TCGA-AA-3955-01A
38 years, male, stage:iiib
10.3
TCGA-AA-3844-01A
78 years, female, stage:iiic
9.4
TCGA-AZ-4323-01A
37 years, male, white, stage:iv
9.3
TCGA-AY-6196-01A
47 years, male, white, stage:iiic
8.9
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic
8.8
TCGA-AA-3950-01A
79 years, female, stage:iia
8.4
TCGA-DC-6155-01A
31 years, female, white, stage:iiia
8.2
TCGA-D5-5540-01A
73 years, male, white, stage:iia
7.6
TCGA-AM-5821-01A
68 years, female, white, stage:iia
7.1
TCGA-A6-6781-01B
43 years, male, white, stage:iiic
6.3
TCGA-WS-AB45-01A
female, black or african american, stage:iia
6.2
TCGA-A6-2684-01C
75 years, female, white, stage:i
5.7
TCGA-AF-3400-01A
54 years, male, white, stage:iia
5.7
TCGA-A6-5656-01B
74 years, male, white, stage:i
5.0
TCGA-AA-3947-01A
60 years, female, stage:iib
3.8
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
17.3 FPKM
23.7 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.
68%
70%
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.
42%
56%
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
31.3
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic
1180.1
TCGA-AA-3517-01A
60 years, male, stage:iia
931.2
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia
400.5
TCGA-AD-6888-01A
73 years, male, white, stage:iiib
348.4
TCGA-AA-3869-01A
76 years, male, stage:iv
187.7
TCGA-AA-3994-01A
69 years, male, stage:iiib
169.3
TCGA-AA-A02O-01A
82 years, male, stage:ii
155.8
TCGA-AA-A02K-01A
50 years, male, stage:iv
82.8
TCGA-CA-5254-01A
42 years, female, asian, stage:iia
73.6
TCGA-G4-6303-01A
54 years, female, white, stage:iv
58.0
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva
56.3
TCGA-D5-6537-01A
64 years, male, white, stage:iiib
50.2
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb
49.0
TCGA-AZ-4614-01A
71 years, female, white, stage:iva
48.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib
47.1
TCGA-CA-6719-01A
77 years, male, asian, stage:iia
46.5
TCGA-D5-6530-01A
53 years, male, white, stage:i
45.1
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib
44.3
TCGA-AA-A03F-01A
90 years, female, stage:iii
43.8
TCGA-A6-6142-01A
56 years, female, white, stage:iva
42.9
TCGA-AA-3812-01A
82 years, female, stage:iia
42.6
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia
42.4
TCGA-AA-A01S-01A
47 years, female, stage:iii
40.9
TCGA-CM-6172-01A
70 years, female, white, stage:iiib
40.8
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia
40.2
TCGA-G4-6321-01A
60 years, female, white, stage:iii
40.1
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia
39.8
TCGA-AA-3552-01A
85 years, male, stage:iiic
39.8
TCGA-CA-5796-01A
53 years, female, asian, stage:iia
38.7
TCGA-AA-3556-01A
78 years, male, stage:i
38.7
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia
38.6
TCGA-AA-A017-01A
57 years, female, stage:iia
38.3
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib
38.3
TCGA-AA-3975-01A
80 years, male, stage:i
37.7
TCGA-AA-3680-01A
67 years, female, stage:iv
37.4
TCGA-AA-A024-01A
81 years, male, stage:ii
37.4
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic
37.1
TCGA-AA-3875-01A
78 years, female, stage:i
36.8
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i
36.7
TCGA-CM-6170-01A
73 years, female, white, stage:i
36.4
TCGA-A6-2683-01A
57 years, female, white, stage:iv
35.6
TCGA-A6-2675-01A
78 years, male, white, stage:iia
35.3
TCGA-F4-6856-01A
45 years, male, white, stage:i
35.2
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv
35.0
TCGA-AA-A01X-01A
80 years, female, stage:iii
34.9
TCGA-CK-4948-01B
45 years, female, white, stage:iii
34.8
TCGA-AA-3667-01A
36 years, female, stage:i
34.7
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i
34.7
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib
34.6
TCGA-G4-6320-01A
73 years, male, white, stage:iii
34.5
TCGA-AY-4071-01A
63 years, female, white, stage:i
34.5
TCGA-AA-A00L-01A
66 years, male, stage:iia
34.4
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic
34.3
TCGA-CM-4747-01A
47 years, male, white, stage:iva
34.2
TCGA-D5-6535-01A
80 years, female, white, stage:iiib
34.2
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic
34.1
TCGA-AA-3655-01A
68 years, male, stage:ii
34.0
TCGA-AA-A01R-01A
47 years, male, stage:iii
33.8
TCGA-AA-3867-01A
74 years, male, stage:iv
33.7
TCGA-AU-6004-01A
69 years, female, white, stage:i
33.6
TCGA-DM-A285-01A
71 years, female, white, stage:iv
33.5
TCGA-G4-6311-01A
80 years, male, white, stage:iii
33.2
TCGA-CM-6676-01A
82 years, male, white, stage:i
33.2
TCGA-AA-3841-01A
66 years, male, stage:iia
33.0
TCGA-F4-6806-01A
59 years, female, white, stage:i
33.0
TCGA-AA-3538-01A
54 years, female, stage:i
32.9
TCGA-G4-6588-01A
58 years, female, white, stage:iia
32.7
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv
32.7
TCGA-AA-A02E-01A
82 years, female, stage:iv
32.6
TCGA-D5-6540-01A
66 years, male, white, stage:i
32.5
TCGA-AD-6895-01A
84 years, male, white, stage:iiib
32.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i
32.3
TCGA-CM-6678-01A
63 years, female, white, stage:iva
32.2
TCGA-CM-6679-01A
58 years, male, white, stage:iia
31.9
TCGA-AA-3496-01A
83 years, female, stage:ii
31.8
TCGA-D5-6532-01A
61 years, male, white, stage:iia
31.7
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib
31.6
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva
31.5
TCGA-A6-5662-01A
46 years, male, white, stage:iva
31.2
TCGA-D5-6924-01A
68 years, male, white, stage:iia
31.2
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia
31.2
TCGA-AD-5900-01A
67 years, male, white, stage:i
31.1
TCGA-AA-3506-01A
77 years, male, stage:i
31.1
TCGA-AD-6964-01A
58 years, male, white
31.1
TCGA-D5-5539-01A
60 years, male, white, stage:iiia
31.1
TCGA-AA-A01F-01A
72 years, male, stage:iiib
30.8
TCGA-AZ-6607-01A
69 years, male, white, stage:iv
30.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia
30.7
TCGA-AA-A00W-01A
80 years, male, stage:i
30.6
TCGA-AD-6899-01A
84 years, male, white, stage:iiic
30.6
TCGA-AA-3833-01A
63 years, female, stage:iia
30.6
TCGA-AZ-6601-01A
68 years, male, white, stage:ii
30.6
TCGA-D5-6929-01A
49 years, female, white, stage:iv
30.4
TCGA-AA-3837-01A
67 years, male, stage:iia
30.4
TCGA-A6-6649-01A
66 years, male, white, stage:iiib
30.3
TCGA-AA-3854-01A
71 years, female, stage:i
30.3
TCGA-A6-6140-01A
62 years, male, white, stage:iia
30.3
TCGA-AA-3973-01A
69 years, male, stage:iv
30.2
TCGA-G4-6293-01A
49 years, female, white, stage:iii
30.1
TCGA-AA-A00Q-01A
66 years, female, stage:iiib
30.1
TCGA-AA-3815-01A
65 years, female, stage:iia
30.1
TCGA-AA-A00O-01A
83 years, female, stage:iiic
30.1
TCGA-CK-6748-01A
45 years, female, white, stage:iv
30.1
TCGA-CM-6164-01A
46 years, female, white, stage:iia
29.9
TCGA-DM-A28E-01A
72 years, female, white, stage:iia
29.7
TCGA-G4-6304-01A
66 years, female, white, stage:iib
29.7
TCGA-G4-6317-01A
51 years, female, white, stage:iiic
29.7
TCGA-AA-3956-01A
65 years, male, stage:iia
29.6
TCGA-G4-6306-01A
71 years, male, white
29.6
TCGA-A6-6653-01A
82 years, male, white, stage:i
29.6
TCGA-AZ-6599-01A
72 years, male, white, stage:i
29.5
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic
29.5
TCGA-CM-4751-01A
62 years, male, white, stage:iiib
29.4
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia
29.4
TCGA-A6-5665-01A
84 years, female, white, stage:iia
29.4
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib
29.4
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i
29.2
TCGA-D5-6922-01A
76 years, male, white, stage:iiia
29.2
TCGA-AA-3970-01A
65 years, male, stage:iia
29.2
TCGA-AA-A01G-01A
63 years, male, stage:iia
29.1
TCGA-F4-6854-01A
77 years, female, white, stage:iia
29.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib
28.8
TCGA-G4-6307-01A
37 years, female, white, stage:iiib
28.8
TCGA-AA-3819-01A
41 years, female, stage:iia
28.8
TCGA-AA-3679-01A
59 years, male, stage:iv
28.7
TCGA-AD-6890-01A
65 years, male, white
28.7
TCGA-CM-6165-01A
74 years, male, white, stage:iia
28.7
TCGA-D5-6529-01A
69 years, male, white, stage:iia
28.6
TCGA-A6-2686-01A
81 years, female, white, stage:iia
28.6
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib
28.5
TCGA-CM-5861-01A
63 years, female, white, stage:iia
28.4
TCGA-AD-6963-01A
58 years, male, white
28.4
TCGA-CK-5913-01A
58 years, female, white, stage:iia
28.3
TCGA-D5-5541-01A
63 years, male, white, stage:iiib
28.2
TCGA-AA-A01V-01A
59 years, male, stage:i
28.2
TCGA-AA-A03J-01A
65 years, female, stage:i
28.0
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii
28.0
TCGA-AA-3543-01A
84 years, male, stage:i
27.7
TCGA-CM-5863-01A
60 years, female, white, stage:iiib
27.7
TCGA-AA-3848-01A
82 years, female, stage:iiic
27.6
TCGA-D5-6931-01A
77 years, male, white, stage:iiic
27.6
TCGA-AA-3494-01A
55 years, male, stage:iv
27.5
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva
27.5
TCGA-AA-3534-01A
78 years, female, stage:iia
27.4
TCGA-AA-A02R-01A
84 years, female, stage:iia
27.4
TCGA-AA-3492-01A
90 years, female, stage:ii
27.2
TCGA-AA-3672-01A
90 years, female, stage:iii
27.0
TCGA-AA-3856-01A
59 years, male, stage:iia
27.0
TCGA-AA-3514-01A
81 years, female, stage:i
26.9
TCGA-G4-6310-01A
69 years, male, white, stage:iiib
26.9
TCGA-AA-A01Q-01A
48 years, female, stage:ii
26.9
TCGA-AA-3696-01A
75 years, female, stage:iv
26.9
TCGA-AA-3870-01A
71 years, female, stage:iv
26.8
TCGA-D5-6539-01A
45 years, female, white
26.7
TCGA-CM-6680-01A
78 years, female, white, stage:iiib
26.7
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia
26.6
TCGA-G4-6586-01A
74 years, female, white, stage:iia
26.5
TCGA-CM-5348-01A
72 years, male, white, stage:iiib
26.4
TCGA-AA-3821-01A
81 years, female, stage:i
26.4
TCGA-AA-3511-01A
64 years, male, stage:ii
26.3
TCGA-F4-6570-01A
78 years, female, white, stage:iia
26.3
TCGA-AA-A00A-01A
80 years, male, stage:iia
26.3
TCGA-D5-6538-01A
79 years, female, white, stage:iiib
26.2
TCGA-AA-3502-01A
73 years, male, stage:i
26.2
TCGA-G4-6299-01A
69 years, male, white, stage:iiic
26.2
TCGA-D5-6927-01A
34 years, male, white, stage:iia
26.1
TCGA-F4-6808-01A
54 years, female, white, stage:i
26.1
TCGA-G4-6315-01A
66 years, male, white, stage:iv
26.0
TCGA-AA-3518-01A
81 years, female, stage:iia
26.0
TCGA-AZ-6603-01A
77 years, female, white
25.8
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib
25.8
TCGA-AA-A02H-01A
74 years, female, stage:iv
25.7
TCGA-A6-6138-01A
61 years, male, white, stage:i
25.7
TCGA-F4-6855-01A
70 years, female, white, stage:iia
25.6
TCGA-A6-2672-01B
82 years, female, white, stage:iiib
25.6
TCGA-CK-4947-01B
46 years, female, white, stage:iiib
25.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib
25.4
TCGA-AU-3779-01A
80 years, female, white, stage:iia
25.4
TCGA-AA-A00N-01A
75 years, male, stage:iib
25.4
TCGA-CK-6751-01A
88 years, female, white, stage:i
25.4
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia
25.4
TCGA-D5-6932-01A
69 years, male, white, stage:iia
25.3
TCGA-D5-6926-01A
65 years, male, white, stage:iiib
25.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia
25.2
TCGA-CA-6717-01A
57 years, male, asian, stage:iia
25.1
TCGA-AA-A01D-01A
47 years, female, stage:iiic
25.1
TCGA-DM-A28G-01A
75 years, male, white, stage:iia
25.0
TCGA-A6-2671-01A
85 years, male, white, stage:iv
25.0
TCGA-CM-5868-01A
59 years, female, white, stage:iva
24.9
TCGA-AA-3554-01A
62 years, female, stage:iia
24.9
TCGA-AA-A01K-01A
74 years, female, stage:iiic
24.9
TCGA-AA-3678-01A
60 years, female, stage:iii
24.8
TCGA-G4-6297-01A
55 years, female, white, stage:iv
24.8
TCGA-A6-3807-01A
53 years, female, white, stage:iiic
24.8
TCGA-CM-5344-01A
39 years, female, white, stage:iiib
24.7
TCGA-AD-6901-01A
78 years, male, white
24.6
TCGA-CK-5916-01A
71 years, female, white, stage:i
24.5
TCGA-A6-2678-01A
43 years, female, white, stage:iiib
24.5
TCGA-AA-3986-01A
73 years, male, stage:i
24.4
TCGA-AA-3858-01A
67 years, male, stage:i
24.4
TCGA-CM-6163-01A
74 years, male, white, stage:i
24.4
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv
24.3
TCGA-DM-A288-01A
68 years, male, white, stage:iiic
24.2
TCGA-D5-6930-01A
67 years, male, white, stage:iia
24.2
TCGA-F4-6807-01A
51 years, female, white, stage:iiic
24.2
TCGA-AA-3495-01A
79 years, male, stage:i
24.1
TCGA-A6-6654-01A
65 years, female, white, stage:iiib
24.1
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i
24.1
TCGA-CM-6161-01A
36 years, female, white, stage:i
24.0
TCGA-DM-A28C-01A
74 years, male, white, stage:iia
23.9
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia
23.9
TCGA-CM-4750-01A
34 years, female, white, stage:iiia
23.9
TCGA-A6-6651-01A
55 years, female, white, stage:iiib
23.9
TCGA-AA-3562-01A
82 years, male, stage:iiic
23.8
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic
23.8
TCGA-AA-3831-01A
66 years, male, stage:iia
23.8
TCGA-F4-6463-01A
51 years, male, white, stage:iia
23.7
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib
23.7
TCGA-F4-6569-01A
60 years, male, white, stage:i
23.7
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib
23.7
TCGA-G4-6626-01A
90 years, male, white, stage:iia
23.6
TCGA-AD-6965-01A
62 years, male, white, stage:iiic
23.6
TCGA-A6-2681-01A
73 years, female, white, stage:iia
23.5
TCGA-AA-A004-01A
76 years, male, stage:iia
23.4
TCGA-G4-6628-01A
78 years, male, white, stage:i
23.4
TCGA-CA-5255-01A
45 years, male, asian, stage:iia
23.3
TCGA-AA-A02W-01A
73 years, female, stage:i
23.3
TCGA-AA-3524-01A
85 years, male, stage:ii
23.2
TCGA-AA-3525-01A
90 years, male, stage:iiib
23.2
TCGA-AA-3660-01A
51 years, female, stage:ii
23.1
TCGA-AA-A029-01A
67 years, male, stage:ii
23.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv
22.9
TCGA-AA-A02J-01A
70 years, female, stage:iv
22.9
TCGA-AY-6197-01A
60 years, male, white, stage:iia
22.9
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib
22.8
TCGA-AA-3713-01A
68 years, male, stage:iv
22.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib
22.7
TCGA-A6-6782-01A
82 years, male, white, stage:iib
22.6
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic
22.5
TCGA-D5-7000-01A
79 years, female, white, stage:i
22.5
TCGA-AA-A00Z-01A
70 years, male, stage:iia
22.5
TCGA-AZ-4313-01A
51 years, female, white, stage:i
22.4
TCGA-D5-6920-01A
77 years, female, white, stage:iia
22.3
TCGA-CM-6674-01A
39 years, male, white, stage:iia
22.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia
22.3
TCGA-A6-3810-01A
63 years, male, white, stage:iia
22.3
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia
22.3
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib
22.2
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic
22.1
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib
21.9
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia
21.9
TCGA-AA-3688-01A
80 years, male, stage:iv
21.8
TCGA-CA-6716-01A
65 years, male, asian, stage:iia
21.8
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib
21.7
TCGA-AZ-6606-01A
81 years, male, white, stage:iv
21.7
TCGA-AA-A00D-01A
70 years, male, stage:i
21.7
TCGA-AA-3971-01A
58 years, male, stage:iii
21.6
TCGA-D5-6898-01A
51 years, female, white, stage:i
21.6
TCGA-AA-A01P-01A
80 years, female, stage:iii
21.5
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia
21.5
TCGA-AA-A00U-01A
50 years, male, stage:iiib
21.4
TCGA-CK-5912-01A
82 years, male, white, stage:i
21.4
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic
21.4
TCGA-A6-5666-01A
78 years, male, white, stage:iic
21.4
TCGA-AA-3855-01A
72 years, male, stage:i
21.2
TCGA-G4-6627-01A
84 years, male, white, stage:iia
21.1
TCGA-AA-3972-01A
72 years, male, stage:iv
21.1
TCGA-AA-3692-01A
47 years, female, stage:iv
21.1
TCGA-AA-3548-01A
71 years, female, stage:iiic
21.0
TCGA-AA-3860-01A
53 years, female, stage:iiib
20.9
TCGA-DM-A28K-01A
75 years, male, white, stage:iia
20.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia
20.7
TCGA-AD-6889-01A
male, asian, stage:iia
20.7
TCGA-DM-A28M-01A
63 years, male, white, stage:iia
20.7
TCGA-AA-A00R-01A
64 years, female, stage:i
20.6
TCGA-DM-A280-01A
70 years, female, white, stage:iia
20.5
TCGA-A6-5659-01A
82 years, male, white, stage:i
20.5
TCGA-AA-3531-01A
75 years, female, stage:iia
20.5
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib
20.4
TCGA-AA-A00E-01A
65 years, male, stage:iia
20.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia
20.3
TCGA-AA-3697-01A
77 years, male, stage:ii
20.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib
20.1
TCGA-D5-6541-01A
49 years, male, white, stage:iia
20.1
TCGA-AA-A01C-01A
75 years, male, stage:iiia
20.0
TCGA-D5-5537-01A
83 years, male, white
20.0
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic
20.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva
20.0
TCGA-F4-6805-01A
58 years, female, white, stage:iia
19.9
TCGA-AA-3532-01A
63 years, male, stage:iia
19.9
TCGA-G4-6302-01A
90 years, female, white, stage:iia
19.8
TCGA-G4-6294-01A
76 years, male, white, stage:iv
19.8
TCGA-AA-3846-01A
74 years, female, stage:iia
19.8
TCGA-G4-6314-01A
76 years, female, white, stage:iv
19.7
TCGA-AA-3681-01A
77 years, female, stage:iii
19.7
TCGA-AA-3811-01A
84 years, female, stage:iii
19.7
TCGA-AZ-4684-01A
50 years, male, white, stage:iva
19.7
TCGA-AA-3553-01A
61 years, female, stage:i
19.7
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic
19.6
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia
19.5
TCGA-CM-4744-01A
69 years, male, white, stage:i
19.4
TCGA-D5-6928-01A
80 years, male, white, stage:iia
19.3
TCGA-AA-3952-01A
68 years, male, stage:iiic
19.3
TCGA-A6-6648-01A
56 years, male, white, stage:iva
19.2
TCGA-AA-3851-01A
74 years, male, stage:iia
19.2
TCGA-AD-6548-01A
81 years, female, white, stage:i
19.2
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia
19.1
TCGA-AA-3530-01A
80 years, male, stage:i
19.0
TCGA-D5-6534-01A
62 years, female, white, stage:iia
19.0
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i
19.0
TCGA-AA-3544-01A
68 years, male, stage:i
18.9
TCGA-AA-A00F-01A
66 years, male, stage:iiic
18.9
TCGA-DM-A1D8-01A
50 years, female, white
18.8
TCGA-AA-3861-01A
72 years, male, stage:iia
18.6
TCGA-D5-5538-01A
60 years, female, white, stage:iiib
18.6
TCGA-AA-A00K-01A
79 years, male, stage:iia
18.6
TCGA-AA-A01T-01A
63 years, female, stage:iii
18.5
TCGA-AA-3673-01A
53 years, female, stage:ii
18.5
TCGA-AA-3982-01A
75 years, male, stage:iiib
18.5
TCGA-D5-6536-01A
73 years, male, white, stage:iia
18.5
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb
18.4
TCGA-G4-6625-01A
77 years, female, white, stage:iia
18.4
TCGA-AA-3662-01A
80 years, female, stage:iv
18.4
TCGA-D5-6923-01A
57 years, male, white, stage:i
18.4
TCGA-AA-3675-01A
84 years, male, stage:ii
18.3
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i
18.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic
18.2
TCGA-AA-A010-01A
46 years, female, stage:iib
18.1
TCGA-AA-3710-01A
80 years, female, stage:iia
17.9
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva
17.9
TCGA-DM-A282-01A
61 years, female, white, stage:iia
17.9
TCGA-F4-6459-01A
61 years, female, white, stage:iiib
17.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia
17.8
TCGA-AA-3522-01A
67 years, male, stage:iia
17.6
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia
17.6
TCGA-AA-3663-01A
42 years, male, stage:ii
17.5
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia
17.5
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i
17.4
TCGA-AA-A02Y-01A
73 years, male, stage:i
17.3
TCGA-F4-6460-01A
51 years, female, white, stage:iiib
17.3
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia
17.2
TCGA-AA-3510-01A
70 years, male, stage:ii
17.2
TCGA-AA-3989-01A
84 years, male, stage:iv
17.2
TCGA-AA-A01Z-01A
68 years, male, stage:ii
17.1
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia
17.1
TCGA-AA-3519-01A
63 years, male, stage:iii
17.0
TCGA-AA-3664-01A
74 years, female, stage:ii
16.9
TCGA-AZ-4682-01B
61 years, male, white, stage:iva
16.7
TCGA-CM-6166-01A
48 years, female, white, stage:i
16.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii
16.6
TCGA-CM-6162-01A
48 years, female, white, stage:iiib
16.6
TCGA-CM-5349-01A
68 years, female, white, stage:iia
16.6
TCGA-A6-3808-01A
73 years, male, white, stage:iia
16.5
TCGA-AA-3516-01A
74 years, female, stage:iii
16.3
TCGA-AA-3968-01A
55 years, female, stage:i
16.2
TCGA-CA-6718-01A
46 years, male, asian, stage:iia
16.2
TCGA-AA-3520-01A
86 years, female, stage:ii
16.2
TCGA-AA-3488-01A
58 years, male, stage:iv
16.2
TCGA-AA-3866-01A
78 years, female, stage:i
16.1
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib
16.0
TCGA-AA-3818-01A
78 years, female, stage:iia
16.0
TCGA-A6-6780-01A
74 years, male, white, stage:iia
15.8
TCGA-AA-3549-01A
69 years, male, stage:i
15.8
TCGA-AA-3864-01A
71 years, male, stage:ii
15.8
TCGA-CA-5797-01A
56 years, male, asian, stage:iia
15.8
TCGA-G4-6322-01A
65 years, male, white, stage:iiib
15.7
TCGA-A6-2682-01A
70 years, male, white, stage:iv
15.6
TCGA-A6-4107-01A
57 years, female, white, stage:iiib
15.5
TCGA-A6-2676-01A
75 years, female, white, stage:iib
15.5
TCGA-AA-3980-01A
89 years, female, stage:i
15.5
TCGA-F4-6461-01A
41 years, female, white, stage:iiic
15.4
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib
15.4
TCGA-AA-3979-01A
84 years, male, stage:iia
15.4
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia
15.4
TCGA-CK-4952-01A
48 years, female, white, stage:iiic
15.3
TCGA-CM-6677-01A
75 years, female, white, stage:iia
15.3
TCGA-AA-3555-01A
81 years, female, stage:iia
15.2
TCGA-AA-A00J-01A
80 years, male, stage:iiib
15.1
TCGA-AA-3877-01A
83 years, female, stage:i
15.1
TCGA-AA-3930-01A
66 years, male, stage:iv
15.0
TCGA-AA-3966-01A
89 years, female, stage:iia
14.9
TCGA-AA-3509-01A
54 years, female, stage:ii
14.9
TCGA-CM-6171-01A
77 years, female, white, stage:i
14.9
TCGA-AA-3489-01A
75 years, male, stage:ii
14.9
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib
14.6
TCGA-AA-3560-01A
72 years, female, stage:iiic
14.6
TCGA-AA-3542-01A
69 years, male, stage:iiic
14.3
TCGA-CM-5860-01A
44 years, male, white, stage:iia
14.1
TCGA-A6-2677-01B
68 years, female, white, stage:iiic
14.0
TCGA-AA-3939-01A
83 years, male, stage:iia
13.9
TCGA-AA-3666-01A
68 years, male, stage:iii
13.8
TCGA-F4-6809-01A
52 years, female, white, stage:iva
13.8
TCGA-AA-3526-01A
57 years, male, stage:i
13.8
TCGA-AA-A01I-01A
76 years, male, stage:i
13.8
TCGA-AA-3715-01A
77 years, male, stage:ii
13.7
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia
13.3
TCGA-AA-3842-01A
51 years, male, stage:iiia
13.2
TCGA-F4-6703-01A
64 years, male, white, stage:iia
13.2
TCGA-CM-5864-01A
60 years, male, white, stage:i
13.2
TCGA-AZ-4315-01A
61 years, male, white, stage:iia
13.2
TCGA-CM-5341-01A
82 years, female, white, stage:iiia
13.2
TCGA-AA-3977-01A
65 years, male
13.1
TCGA-AA-3941-01A
84 years, female, stage:iva
13.0
TCGA-D5-6533-01A
68 years, female, white
13.0
TCGA-AA-3949-01A
87 years, female, stage:iiib
12.9
TCGA-CA-5256-01A
54 years, female, asian, stage:iia
12.9
TCGA-A6-4105-01A
79 years, male, white, stage:iia
12.9
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv
12.8
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia
12.7
TCGA-AZ-4616-01A
82 years, female, white, stage:iv
12.6
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic
12.3
TCGA-AA-3862-01A
82 years, male, stage:iia
12.2
TCGA-A6-2674-01A
72 years, male, white, stage:iv
12.2
TCGA-CM-5862-01A
80 years, male, white, stage:iva
12.2
TCGA-AA-3561-01A
72 years, male, stage:iia
11.7
TCGA-A6-3809-01A
71 years, female, white, stage:iib
11.6
TCGA-G4-6295-01A
70 years, female, white, stage:ii
11.5
TCGA-AA-3685-01A
69 years, male, stage:ii
11.4
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic
11.3
TCGA-AA-3976-01A
70 years, male, stage:iiia
11.2
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib
11.1
TCGA-AZ-6598-01A
77 years, female, white, stage:ii
11.1
TCGA-CM-4743-01A
69 years, male, white, stage:iia
10.9
TCGA-CK-5914-01A
81 years, male, white, stage:iiib
10.7
TCGA-AA-A02F-01A
68 years, female, stage:iv
10.6
TCGA-AA-3955-01A
38 years, male, stage:iiib
10.3
TCGA-AA-3844-01A
78 years, female, stage:iiic
9.4
TCGA-AZ-4323-01A
37 years, male, white, stage:iv
9.3
TCGA-AY-6196-01A
47 years, male, white, stage:iiic
8.9
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic
8.8
TCGA-AA-3950-01A
79 years, female, stage:iia
8.4
TCGA-D5-5540-01A
73 years, male, white, stage:iia
7.6
TCGA-AM-5821-01A
68 years, female, white, stage:iia
7.1
TCGA-A6-6781-01B
43 years, male, white, stage:iiic
6.3
TCGA-WS-AB45-01A
female, black or african american, stage:iia
6.2
TCGA-A6-2684-01C
75 years, female, white, stage:i
5.7
TCGA-A6-5656-01B
74 years, male, white, stage:i
5.0
TCGA-AA-3947-01A
60 years, female, stage:iib
3.8
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
20.6 FPKM
24.3 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.
46%
45%
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%
58%
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
52.4
Number of samples
159
Samples
Sample
Description
FPKM
TCGA-EI-6509-01A
53 years, male, white, stage:iiic
2099.0
TCGA-AH-6643-01A
50 years, male, white, stage:iiic
636.1
TCGA-F5-6813-01A
70 years, male, white, stage:iiic
478.9
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic
474.8
TCGA-AG-3883-01A
69 years, male, stage:i
416.1
TCGA-AG-3898-01A
61 years, male, stage:iia
398.7
TCGA-AG-3882-01A
66 years, female, stage:i
53.4
TCGA-AG-4007-01A
87 years, male, stage:iv
53.0
TCGA-AG-3885-01A
71 years, female, stage:iiib
47.0
TCGA-EI-6510-01A
77 years, female, white
46.2
TCGA-AG-3581-01A
63 years, male, stage:i
45.7
TCGA-AG-A02G-01A
66 years, male, stage:iv
45.1
TCGA-EI-6514-01A
59 years, female, white, stage:iia
44.2
TCGA-AG-3726-01A
63 years, female, stage:i
43.7
TCGA-AG-3732-01A
78 years, female, stage:i
43.3
TCGA-AG-3909-01A
69 years, female, stage:iiib
42.9
TCGA-AG-A016-01A
55 years, male, stage:iv
41.2
TCGA-AG-A01J-01A
59 years, female, stage:iia
40.5
TCGA-DC-6154-01A
57 years, female, white, stage:iva
40.4
TCGA-AG-3727-01A
78 years, female, stage:iii
40.1
TCGA-AG-A014-01A
86 years, male, stage:i
38.9
TCGA-F5-6864-01A
74 years, female, white, stage:iiib
38.4
TCGA-AG-3893-01A
74 years, male, stage:iiib
38.2
TCGA-DT-5265-01A
51 years, male, asian, stage:ii
37.8
TCGA-AG-3608-01A
79 years, female, stage:iia
37.1
TCGA-AG-3728-01A
73 years, male, stage:iiib
37.1
TCGA-EI-6884-01A
71 years, male, white, stage:iiia
36.3
TCGA-AG-A025-01A
62 years, female, stage:i
36.0
TCGA-AG-3878-01A
64 years, male, stage:i
35.8
TCGA-AG-A026-01A
66 years, male, stage:ii
35.3
TCGA-AH-6897-01A
48 years, male, white, stage:i
35.0
TCGA-AG-3725-01A
90 years, female, stage:iii
34.8
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva
34.7
TCGA-AG-3890-01A
62 years, male, stage:i
34.5
TCGA-AG-A023-01A
62 years, female, stage:iv
34.4
TCGA-EI-7002-01A
58 years, male, white, stage:iv
33.4
TCGA-AG-4005-01A
64 years, male, stage:iv
33.4
TCGA-G5-6641-01A
67 years, male, white, stage:iiia
33.2
TCGA-F5-6571-01A
62 years, female, white, stage:iia
33.1
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia
33.0
TCGA-AG-3902-01A
61 years, male, stage:iia
32.4
TCGA-AG-A01N-01A
68 years, female, stage:iv
31.8
TCGA-AG-4021-01A
84 years, female, stage:iv
31.8
TCGA-AG-3742-01A
85 years, female, stage:i
31.4
TCGA-G5-6235-01A
72 years, male, white, stage:iiib
31.0
TCGA-AG-3611-01A
72 years, male, stage:iia
30.6
TCGA-AG-A011-01A
80 years, male, stage:iia
30.3
TCGA-EI-6506-01A
78 years, female, white, stage:iia
30.0
TCGA-AG-3584-01A
60 years, male, stage:iv
30.0
TCGA-AG-A00C-01A
49 years, female, stage:iiib
29.8
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i
29.5
TCGA-AG-3894-01A
65 years, male, stage:iia
29.0
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia
28.7
TCGA-DC-6683-01A
43 years, male, white, stage:iiib
28.7
TCGA-EI-6881-01A
60 years, male, white, stage:iiia
28.6
TCGA-DC-6681-01A
70 years, female, white, stage:iva
28.3
TCGA-EI-6508-01A
48 years, female, white, stage:iiib
28.1
TCGA-AG-4001-01A
74 years, female, stage:iia
28.1
TCGA-F5-6811-01A
72 years, female, white, stage:iia
28.1
TCGA-DC-6682-01A
57 years, male, white, stage:iia
27.5
TCGA-AF-6672-01A
43 years, male, white, stage:iv
27.3
TCGA-AF-2691-01A
48 years, female, white, stage:i
27.2
TCGA-CI-6620-01A
41 years, female, white, stage:iva
27.0
TCGA-AG-3599-01A
70 years, male, stage:i
27.0
TCGA-EI-6883-01A
63 years, male, white, stage:iic
26.3
TCGA-AH-6544-01A
60 years, male, white
26.2
TCGA-AG-4008-01A
63 years, male, stage:iia
26.1
TCGA-AG-A032-01A
68 years, male, stage:iiib
26.1
TCGA-AG-3578-01A
76 years, female, stage:iia
26.0
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic
25.9
TCGA-AF-3911-01A
48 years, male, white, stage:iiic
25.6
TCGA-F5-6861-01A
60 years, female, white, stage:iia
25.2
TCGA-CI-6624-01C
53 years, female, white, stage:i
25.1
TCGA-CL-5918-01A
90 years, female, white, stage:iia
24.8
TCGA-F5-6465-01A
64 years, female, white, stage:iia
24.7
TCGA-EI-6513-01A
59 years, male, white, stage:iiib
24.7
TCGA-G5-6572-01A
56 years, male, white
24.6
TCGA-AG-3582-01A
75 years, male, stage:iv
24.5
TCGA-AG-3586-01A
72 years, female, stage:iii
24.3
TCGA-AG-4022-01A
59 years, female, stage:ii
24.3
TCGA-CL-5917-01A
71 years, female, white, stage:iiic
23.8
TCGA-AG-3896-01A
85 years, female, stage:i
23.5
TCGA-AF-2693-01A
75 years, male, white, stage:i
23.4
TCGA-AG-A02N-01A
67 years, male, stage:ii
23.3
TCGA-AG-A020-01A
57 years, female, stage:iii
22.2
TCGA-CI-6619-01B
41 years, male, white, stage:iv
22.1
TCGA-DC-6160-01A
68 years, male, white, stage:i
22.0
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib
21.9
TCGA-AG-A015-01A
64 years, female, stage:i
21.9
TCGA-DC-6156-01A
62 years, male, white, stage:iva
21.8
TCGA-AG-3594-01A
77 years, male, stage:iia
21.5
TCGA-CI-6623-01B
44 years, male, white, stage:i
21.4
TCGA-AH-6903-01A
46 years, male, white, stage:iiib
21.4
TCGA-EI-6917-01A
33 years, male, white, stage:iiia
21.4
TCGA-AF-2692-01A
54 years, female, white, stage:iia
21.0
TCGA-AG-3600-01A
62 years, male, stage:iiic
21.0
TCGA-AG-A008-01A
50 years, female, stage:i
20.9
TCGA-AG-A00Y-01A
68 years, male, stage:iia
20.7
TCGA-AG-A02X-01A
77 years, male, stage:i
20.6
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia
20.6
TCGA-AG-3587-01A
65 years, male, stage:i
20.5
TCGA-AG-3612-01A
55 years, female, stage:iiib
20.3
TCGA-AH-6547-01A
79 years, female, white
20.3
TCGA-CL-4957-01A
79 years, female
20.1
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia
20.0
TCGA-AG-A00H-01A
75 years, male, stage:iia
19.9
TCGA-CI-6622-01A
74 years, male, white, stage:iib
19.8
TCGA-EI-6885-01A
57 years, female, white, stage:iv
19.5
TCGA-AG-3892-01A
57 years, female, stage:i
19.2
TCGA-AG-A002-01A
35 years, male, stage:i
19.1
TCGA-EI-6882-01A
59 years, male, white, stage:iia
19.1
TCGA-DC-6158-01A
70 years, male, white, stage:i
19.1
TCGA-AG-3593-01A
72 years, female, stage:iia
18.9
TCGA-AG-3574-01A
89 years, female, stage:ii
18.7
TCGA-AG-3731-01A
65 years, male, stage:iv
18.5
TCGA-AG-3881-01A
83 years, female, stage:iia
18.5
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv
18.5
TCGA-AG-3887-01A
68 years, male, stage:iia
18.4
TCGA-AG-3591-01A
66 years, female, stage:iia
18.3
TCGA-EI-6511-01A
52 years, male, white, stage:iiib
18.2
TCGA-AG-3901-01A
67 years, female, stage:iiib
18.2
TCGA-F5-6464-01A
77 years, female, white, stage:iiic
18.0
TCGA-AG-3598-01A
69 years, male, stage:iia
17.9
TCGA-AH-6549-01A
66 years, male, white
17.7
TCGA-AG-3999-01A
61 years, female, stage:iiic
17.5
TCGA-AF-4110-01A
77 years, male, white, stage:iva
17.4
TCGA-AG-3575-01A
51 years, male, stage:ii
17.0
TCGA-G5-6233-01A
74 years, male, white
16.8
TCGA-AG-3609-01A
65 years, female, stage:iiic
16.8
TCGA-AG-3580-01A
67 years, male, stage:i
16.7
TCGA-F5-6812-01A
67 years, male, white, stage:iia
16.4
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib
16.4
TCGA-CI-6621-01A
63 years, male, white, stage:iiib
16.3
TCGA-EI-6512-01A
64 years, female, white, stage:iiib
16.2
TCGA-AF-2690-01A
77 years, female, white, stage:iiic
16.1
TCGA-AH-6644-01A
73 years, male, white
16.1
TCGA-AF-6136-01A
72 years, female, white, stage:iiib
15.5
TCGA-EI-7004-01A
37 years, female, white
15.4
TCGA-DC-4749-01A
57 years, male, white, stage:i
15.4
TCGA-AG-A036-01A
71 years, male, stage:iii
15.2
TCGA-AG-3605-01A
85 years, female, stage:iv
15.1
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia
14.9
TCGA-AF-6655-01A
66 years, male, white, stage:iiia
14.9
TCGA-EI-6507-01A
60 years, male, white, stage:iia
14.8
TCGA-AG-3592-01A
68 years, male, stage:iia
14.8
TCGA-AF-5654-01A
73 years, female, white, stage:i
14.5
TCGA-F5-6863-01A
71 years, female, white, stage:iiib
13.8
TCGA-AF-2687-01A
57 years, male, white, stage:iiic
13.5
TCGA-F5-6814-01A
57 years, male, white, stage:iia
12.8
TCGA-DC-4745-01A
49 years, female, white, stage:iiib
12.6
TCGA-EF-5830-01A
54 years, male, white, stage:iib
12.5
TCGA-EF-5831-01A
72 years, male, white, stage:iia
12.1
TCGA-AG-3583-01A
66 years, male, stage:iv
12.0
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia
11.9
TCGA-F5-6702-01A
71 years, male, white, stage:iva
11.5
TCGA-BM-6198-01A
73 years, male, white, stage:iiib
11.0
TCGA-DC-5337-01A
69 years, male, white, stage:i
10.8
TCGA-DC-6155-01A
31 years, female, white, stage:iiia
8.2
TCGA-AF-3400-01A
54 years, male, white, stage:iia
5.7
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.
