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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.
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
89.7 FPKM
84.0 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.
31%
31%
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.
23%
19%
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
90.9
Number of samples
176
Samples
Sample
Description
FPKM
TCGA-HV-A7OP-01A
72 years, male, asian, stage:iib
354.5
TCGA-FB-AAQ3-01A
65 years, female, white, stage:iib
290.1
TCGA-3A-A9I5-01A
58 years, male, white
248.6
TCGA-FB-A5VM-01A
74 years, male, white, stage:ib
217.1
TCGA-HZ-A4BH-01A
75 years, male, white, stage:iib
216.3
TCGA-HV-A7OL-01A
70 years, male, asian, stage:iia
196.9
TCGA-OE-A75W-01A
75 years, male, white, stage:iia
185.2
TCGA-HV-AA8X-01A
75 years, female, asian, stage:iib
183.3
TCGA-2L-AAQJ-01A
49 years, female, white, stage:iii
173.3
TCGA-IB-AAUO-01A
64 years, female, white, stage:iib
162.8
TCGA-LB-A7SX-01A
74 years, female, black or african american, stage:iib
143.6
TCGA-HV-A5A6-01A
65 years, female, asian, stage:iib
141.5
TCGA-2L-AAQA-01A
76 years, male, white, stage:iib
138.2
TCGA-LB-A8F3-01A
64 years, female, black or african american, stage:iia
135.7
TCGA-FB-AAQ1-01A
49 years, male, white, stage:iib
131.2
TCGA-US-A779-01A
54 years, female, white, stage:iib
130.6
TCGA-2J-AABP-01A
58 years, female, white, stage:iib
130.1
TCGA-IB-A7M4-01A
81 years, male, white, stage:iib
129.1
TCGA-YH-A8SY-01A
73 years, female, white
123.6
TCGA-IB-7646-01A
60 years, male, white, stage:iib
122.0
TCGA-2L-AAQM-01A
52 years, male, white, stage:iib
121.8
TCGA-3A-A9IB-01A
69 years, female, white, stage:iib
121.6
TCGA-FB-AAPY-01A
71 years, male, white, stage:iib
121.3
TCGA-IB-AAUU-01A
35 years, male, white, stage:iib
119.5
TCGA-PZ-A5RE-01A
44 years, female, white, stage:iib
118.5
TCGA-2J-AABO-01A
43 years, male, white, stage:iib
118.0
TCGA-3E-AAAY-01A
67 years, male, white, stage:iib
117.3
TCGA-3A-A9IC-01A
61 years, female, white, stage:iib
114.3
TCGA-HZ-A77O-01A
77 years, female, white, stage:iib
114.0
TCGA-IB-7889-01A
86 years, female, white, stage:iib
112.3
TCGA-HZ-8001-01A
69 years, male, white, stage:iii
110.6
TCGA-IB-7891-01A
49 years, female, white, stage:iib
110.0
TCGA-2J-AABK-01A
71 years, male, white, stage:iib
108.8
TCGA-YY-A8LH-01A
61 years, female, white, stage:iib
108.5
TCGA-Q3-AA2A-01A
64 years, female, white, stage:ib
108.5
TCGA-S4-A8RO-01A
75 years, female, white, stage:iib
107.2
TCGA-3A-A9IJ-01A
65 years, male, white, stage:ib
106.5
TCGA-2J-AABU-01A
56 years, male, white, stage:iib
105.8
TCGA-US-A77J-01A
81 years, female, white, stage:iib
105.3
TCGA-XD-AAUI-01A
50 years, female, white, stage:iib
105.2
TCGA-IB-AAUN-01A
74 years, female, white, stage:ib
104.5
TCGA-FB-AAQ6-01A
85 years, male, white, stage:ia
104.2
TCGA-2L-AAQL-01A
82 years, male, white, stage:iib
102.9
TCGA-3A-A9IH-01A
66 years, female, white, stage:ia
100.9
TCGA-2J-AAB8-01A
71 years, male, white, stage:iib
99.6
TCGA-Z5-AAPL-01A
74 years, female, white, stage:iia
99.6
TCGA-3A-A9IL-01A
39 years, female, white, stage:i
99.1
TCGA-2J-AABI-01A
55 years, female, white, stage:iia
99.0
TCGA-FB-AAQ0-01A
68 years, male, white, stage:iia
98.8
TCGA-RL-AAAS-01A
60 years, female, white, stage:ib
98.7
TCGA-FB-A7DR-01A
48 years, male, asian, stage:iia
97.3
TCGA-FB-A4P5-01A
69 years, female, white, stage:iib
96.6
TCGA-H8-A6C1-01A
53 years, male, white, stage:iia
96.3
TCGA-IB-AAUQ-01A
50 years, male, white, stage:iib
95.9
TCGA-Q3-A5QY-01A
58 years, male, white, stage:iib
94.2
TCGA-IB-7885-01A
78 years, female, white, stage:iib
93.9
TCGA-F2-A44G-01A
79 years, female, white, stage:iib
93.9
TCGA-F2-A7TX-01A
77 years, male, white, stage:iib
93.5
TCGA-2J-AAB1-01A
65 years, male, white, stage:iib
93.2
TCGA-IB-AAUS-01A
84 years, female, white, stage:iib
92.9
TCGA-3A-A9J0-01A
75 years, male, white, stage:iib
91.2
TCGA-IB-A5SP-01A
77 years, male, white, stage:iia
90.6
TCGA-3A-A9IU-01A
65 years, male, white, stage:iib
90.5
TCGA-RB-A7B8-01A
81 years, female, white, stage:iib
90.3
TCGA-IB-A5SQ-01A
56 years, female, white, stage:ib
90.3
TCGA-FB-AAQ2-01A
81 years, female, white, stage:iib
90.1
TCGA-HZ-8637-01A
76 years, female, white, stage:iib
89.7
TCGA-XD-AAUL-01A
56 years, male, white, stage:iia
89.7
TCGA-YB-A89D-01A
59 years, male, white, stage:iib
89.4
TCGA-FB-A78T-01A
71 years, female, white, stage:iib
89.3
TCGA-US-A776-01A
61 years, male, white, stage:iia
89.0
TCGA-HZ-A77Q-01A
55 years, female, white, stage:iib
88.6
TCGA-RB-AA9M-01A
43 years, male, white, stage:iib
88.4
TCGA-IB-7887-01A
62 years, female, white, stage:iib
88.2
TCGA-3A-A9IR-01A
64 years, female, white, stage:ib
87.9
TCGA-FB-AAPS-01A
62 years, female, white, stage:iib
87.6
TCGA-HZ-7919-01A
52 years, female, white, stage:iib
87.3
TCGA-IB-A7LX-01A
57 years, male, white, stage:iib
87.2
TCGA-3E-AAAZ-01A
71 years, male, white, stage:iia
86.8
TCGA-M8-A5N4-01A
48 years, female, stage:iia
86.6
TCGA-2L-AAQE-01A
56 years, male, white, stage:iib
85.1
TCGA-IB-A5ST-01A
64 years, female, white, stage:iib
85.0
TCGA-FB-A545-01A
72 years, female, white, stage:iib
85.0
TCGA-HZ-A49I-01A
77 years, male, white, stage:iib
84.9
TCGA-HV-A5A5-01A
61 years, female, asian, stage:iib
84.7
TCGA-IB-A5SS-01A
64 years, female, white, stage:iib
84.2
TCGA-FB-AAPQ-01A
65 years, male, white, stage:iib
84.0
TCGA-IB-7649-01A
73 years, female, stage:iib
84.0
TCGA-HZ-A9TJ-01A
70 years, male, white, stage:iv
83.9
TCGA-2J-AAB4-01A
48 years, male, white, stage:iib
83.9
TCGA-HZ-A4BK-01A
72 years, male, white, stage:iib
83.3
TCGA-2J-AAB6-01A
75 years, male, white, stage:iia
82.8
TCGA-FB-AAPU-01A
41 years, female, asian, stage:iia
82.5
TCGA-2J-AABF-01A
73 years, male, white, stage:iib
81.6
TCGA-HZ-A8P1-01A
81 years, male, white, stage:ib
81.0
TCGA-HZ-A49H-01A
68 years, female, white, stage:iib
80.4
TCGA-US-A77E-01A
73 years, male, white, stage:iib
80.0
TCGA-2J-AABH-01A
61 years, male, white, stage:iia
79.6
TCGA-US-A774-01A
76 years, female, white, stage:iib
79.5
TCGA-FB-AAPZ-01A
54 years, male, white, stage:iib
79.2
TCGA-XN-A8T5-01A
53 years, female, white, stage:ib
78.7
TCGA-3A-A9I7-01A
45 years, male, black or african american, stage:iib
78.0
TCGA-2L-AAQI-01A
66 years, male, white, stage:iib
76.8
TCGA-3A-A9IN-01A
62 years, female, white, stage:ib
76.8
TCGA-IB-7888-01A
66 years, female, black or african american, stage:iia
75.8
TCGA-IB-AAUR-01A
67 years, male, white, stage:iib
75.7
TCGA-HZ-7289-01A
77 years, male, white, stage:iib
75.3
TCGA-XN-A8T3-01A
67 years, male, white, stage:ib
75.2
TCGA-HZ-7920-01A
71 years, male, white, stage:ib
74.6
TCGA-IB-7651-01A
64 years, female, white, stage:iib
74.5
TCGA-IB-7893-01A
64 years, male, white, stage:iia
74.3
TCGA-HV-A5A3-01A
50 years, male, asian, stage:iia
74.3
TCGA-HZ-A49G-01A
58 years, female, white, stage:iib
73.7
TCGA-HZ-7918-01A
72 years, male, white, stage:iib
73.7
TCGA-IB-AAUP-01A
68 years, male, white, stage:iib
72.8
TCGA-2J-AABE-01A
73 years, male, white, stage:iia
72.7
TCGA-FB-AAPP-01A
71 years, male, white, stage:iib
72.6
TCGA-3A-A9IO-01A
56 years, male, white
72.3
TCGA-HZ-8638-01A
84 years, female, white, stage:ia
72.2
TCGA-HZ-7922-01A
61 years, female, white, stage:iib
72.1
TCGA-IB-AAUT-01A
65 years, male, white, stage:iib
72.0
TCGA-3A-A9IZ-01A
47 years, male, white, stage:iib
71.9
TCGA-2J-AABA-01A
55 years, male, white, stage:iib
71.6
TCGA-2J-AAB9-01A
71 years, female, white, stage:iib
71.3
TCGA-H6-A45N-01A
88 years, female, white, stage:iib
70.7
TCGA-IB-A5SO-01A
71 years, male, white, stage:iib
70.4
TCGA-3A-A9IV-01A
59 years, female, white, stage:ib
70.3
TCGA-US-A77G-01A
64 years, male, white, stage:iib
70.1
TCGA-IB-7645-01A
44 years, female, stage:iib
69.8
TCGA-H6-8124-01A
56 years, female, white, stage:iib
69.4
TCGA-HZ-A77P-01A
77 years, male, white, stage:iib
69.2
TCGA-S4-A8RP-01A
77 years, female, white, stage:iib
68.7
TCGA-IB-8127-01A
59 years, male, white, stage:iib
68.6
TCGA-HV-A5A4-01A
72 years, female, asian, stage:iia
68.5
TCGA-IB-7886-01A
80 years, male, white, stage:iib
68.1
TCGA-XD-AAUH-01A
57 years, female, white, stage:iib
68.0
TCGA-F2-A44H-01A
65 years, male, white, stage:iia
67.9
TCGA-IB-A6UG-01A
65 years, male, white, stage:iib
66.1
TCGA-HZ-8002-01A
61 years, male, white, stage:iib
66.0
TCGA-IB-7644-01A
65 years, female, white, stage:iv
65.7
TCGA-IB-A6UF-01A
63 years, male, white, stage:iib
65.7
TCGA-HZ-7925-01A
66 years, male, white, stage:iib
65.2
TCGA-HV-AA8V-01A
50 years, male, asian, stage:iib
64.9
TCGA-2J-AABR-01A
60 years, female, white, stage:iia
64.4
TCGA-HZ-8315-01A
54 years, female, white, stage:iia
63.8
TCGA-HZ-7926-01A
57 years, male, black or african american, stage:iib
63.3
TCGA-F2-7276-01A
64 years, male, white, stage:iib
62.7
TCGA-3A-A9I9-01A
67 years, male, white, stage:iia
62.6
TCGA-HZ-8519-01A
73 years, male, white, stage:ia
62.3
TCGA-F2-6879-01A
57 years, male, white, stage:iib
61.8
TCGA-2J-AABT-01A
72 years, female, white, stage:iib
61.0
TCGA-3A-A9IS-01A
67 years, male, white, stage:ib
59.3
TCGA-IB-AAUV-01A
49 years, male, white, stage:iib
59.0
TCGA-HZ-8636-01A
58 years, female, white, stage:iv
58.8
TCGA-IB-AAUW-01A
63 years, female, white, stage:iib
57.7
TCGA-IB-7890-01A
73 years, male, stage:ib
57.2
TCGA-HZ-7924-01A
60 years, female, white, stage:iia
57.2
TCGA-2J-AABV-01A
74 years, male, white, stage:iib
56.3
TCGA-3A-A9IX-01A
40 years, male, white, stage:ia
56.2
TCGA-LB-A9Q5-01A
63 years, female, white, stage:iib
56.1
TCGA-FB-A4P6-01A
54 years, male, white, stage:iib
55.4
TCGA-XD-AAUG-01A
66 years, female, white, stage:iv
53.4
TCGA-IB-7654-01A
80 years, male, white, stage:iib
52.3
TCGA-HZ-8317-01A
69 years, female, white, stage:iib
51.9
TCGA-F2-7273-01A
54 years, male, black or african american, stage:iib
51.5
TCGA-HZ-7923-01A
65 years, male, white, stage:iia
51.0
TCGA-IB-7897-01A
54 years, female, white, stage:iib
50.3
TCGA-S4-A8RM-01A
67 years, male, white, stage:iib
50.2
TCGA-HZ-8005-01A
81 years, male, white, stage:iib
49.1
TCGA-F2-A8YN-01A
76 years, male, white, stage:iia
48.5
TCGA-L1-A7W4-01A
48 years, female, white, stage:iib
46.1
TCGA-IB-7652-01A
49 years, female, asian, stage:iib
42.0
TCGA-IB-AAUM-01A
76 years, male, white, stage:iib
37.9
TCGA-HZ-8003-01A
65 years, female, white, stage:iib
34.3
TCGA-IB-8126-01A
80 years, female, white, stage:iii
30.0
TCGA-F2-6880-01A
70 years, male, white, stage:iib
20.6
Show all
PANCREATIC 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.