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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.
14.4 FPKM
21.3 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.
75%
75%
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.
47%
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
27.8
Number of samples
291
Samples
Sample
Description
FPKM
TCGA-HM-A6W2-01A
35 years, female, black or african american
298.7
TCGA-DS-A7WF-01A
41 years, female
245.2
TCGA-FU-A57G-01A
49 years, female, white
209.6
TCGA-LP-A4AW-01A
52 years, female, asian
120.2
TCGA-EA-A1QS-01A
46 years, female, white
110.0
TCGA-MU-A5YI-01A
60 years, female, black or african american
100.1
TCGA-DG-A2KM-01A
46 years, female
94.7
TCGA-VS-A8QM-01A
47 years, female
77.4
TCGA-HM-A3JK-01A
64 years, female, white
75.5
TCGA-ZX-AA5X-01A
64 years, female, white
73.7
TCGA-C5-A1MJ-01A
61 years, female, white
73.1
TCGA-MU-A51Y-01A
27 years, female, white
67.5
TCGA-IR-A3LH-01A
49 years, female, black or african american
67.2
TCGA-C5-A7X8-01A
35 years, female, white
67.0
TCGA-C5-A7CJ-01A
42 years, female, white
66.6
TCGA-EA-A439-01A
50 years, female, asian
65.2
TCGA-MA-AA3X-01A
50 years, female, black or african american
64.3
TCGA-VS-A9UT-01A
72 years, female, asian
63.4
TCGA-EA-A3QD-01A
59 years, female, white
63.1
TCGA-DG-A2KJ-01A
50 years, female
60.0
TCGA-EA-A50E-01A
45 years, female, asian
57.1
TCGA-C5-A1MH-01A
71 years, female, white
56.5
TCGA-ZJ-AAX4-01A
85 years, female, white
56.1
TCGA-EA-A411-01A
50 years, female, white
55.9
TCGA-IR-A3LF-01A
64 years, female, white
55.9
TCGA-C5-A8YT-01A
36 years, female, white
55.4
TCGA-DS-A7WH-01A
34 years, female, white
54.8
TCGA-C5-A1MP-01A
34 years, female, black or african american
53.9
TCGA-MY-A5BE-01A
42 years, female, black or african american
52.7
TCGA-EA-A410-01A
51 years, female, white
52.6
TCGA-VS-A9UZ-01A
61 years, female, white
52.5
TCGA-FU-A23K-01A
28 years, female, white
52.4
TCGA-EA-A5ZE-01A
54 years, female, asian
50.8
TCGA-R2-A69V-01A
42 years, female, white
48.6
TCGA-MA-AA43-01A
48 years, female, white
47.7
TCGA-PN-A8MA-01A
43 years, female, black or african american
47.4
TCGA-EX-A69L-01A
41 years, female, asian
47.2
TCGA-C5-A7CG-01A
55 years, female, white
47.0
TCGA-EA-A5ZF-01A
56 years, female, asian
46.7
TCGA-EK-A2PK-01A
43 years, female, white
45.6
TCGA-C5-A8XJ-01A
74 years, female, white
45.3
TCGA-C5-A3HF-01A
24 years, female, white
45.0
TCGA-C5-A1MQ-01A
35 years, female, white
44.9
TCGA-EK-A2R9-01A
58 years, female, white
44.0
TCGA-C5-A1BM-01A
78 years, female, black or african american
43.9
TCGA-BI-A20A-01A
49 years, female, white
42.5
TCGA-LP-A7HU-01A
53 years, female, asian
42.2
TCGA-LP-A4AX-01A
45 years, female, asian
41.9
TCGA-HM-A3JJ-01A
40 years, female, black or african american
41.8
TCGA-C5-A1ME-01A
41 years, female, white
41.4
TCGA-DS-A3LQ-01A
46 years, female
41.2
TCGA-VS-A9UM-01A
39 years, female, black or african american
39.8
TCGA-VS-A9UC-01A
32 years, female
39.7
TCGA-C5-A7XC-01A
26 years, female, white
39.3
TCGA-FU-A40J-01A
38 years, female, white
38.8
TCGA-VS-A9UD-01A
73 years, female, white
38.3
TCGA-C5-A1BF-01B
46 years, female, white
38.1
TCGA-C5-A8ZZ-01A
41 years, female, white
38.1
TCGA-FU-A3YQ-01A
35 years, female, white
38.0
TCGA-EX-A69M-01A
62 years, female, white
37.8
TCGA-VS-A94Z-01A
38 years, female, white
37.7
TCGA-C5-A1ML-01A
49 years, female, white
37.3
TCGA-JW-A69B-01A
44 years, female, white
37.2
TCGA-VS-AA62-01A
51 years, female, white
35.9
TCGA-DS-A1O9-01A
75 years, female, white
35.9
TCGA-EA-A5ZD-01A
40 years, female, asian
35.8
TCGA-Q1-A73P-01A
45 years, female, white
35.7
TCGA-4J-AA1J-01A
31 years, female, white
35.4
TCGA-EA-A3HU-01A
43 years, female, white
34.9
TCGA-HM-A4S6-01A
51 years, female, white
34.5
TCGA-C5-A2M1-01A
37 years, female, white
34.5
TCGA-VS-A9V0-01A
58 years, female
34.3
TCGA-FU-A3EO-01A
55 years, female, white
34.2
TCGA-VS-A9U5-01A
57 years, female, white
34.1
TCGA-VS-A9V5-01A
50 years, female, white
34.1
TCGA-VS-A9UH-01A
53 years, female, black or african american
33.9
TCGA-HG-A2PA-01A
38 years, female, white
33.7
TCGA-EA-A556-01A
38 years, female, white
33.5
TCGA-FU-A3HZ-01A
64 years, female, white
33.4
TCGA-DS-A1OA-01A
77 years, female, asian
33.1
TCGA-IR-A3LA-01A
60 years, female, white
32.5
TCGA-VS-A9V2-01A
29 years, female, white
32.3
TCGA-ZJ-AAXA-01A
64 years, female, white
32.2
TCGA-C5-A2LY-01A
30 years, female, white
32.1
TCGA-EA-A3HQ-01A
60 years, female, white
31.8
TCGA-LP-A4AU-01A
35 years, female, asian
31.1
TCGA-C5-A3HE-01A
44 years, female, white
31.0
TCGA-EK-A2RC-01A
33 years, female
30.9
TCGA-DG-A2KL-01A
53 years, female
30.6
TCGA-XS-A8TJ-01A
41 years, female, black or african american
30.5
TCGA-Q1-A5R2-01A
64 years, female, white
30.2
TCGA-DS-A0VN-01A
47 years, female, white
30.2
TCGA-C5-A1BK-01B
36 years, female, black or african american
30.0
TCGA-MA-AA42-01A
75 years, female, white
29.1
TCGA-EK-A2H1-01A
20 years, female, white
29.0
TCGA-VS-A9UQ-01A
32 years, female
28.9
TCGA-VS-A959-01A
76 years, female
28.8
TCGA-UC-A7PF-01A
44 years, female
28.6
TCGA-FU-A23L-01A
60 years, female, white
28.6
TCGA-JW-A5VH-01A
53 years, female, american indian or alaska native
28.1
TCGA-VS-A9U7-01A
30 years, female, white
27.9
TCGA-C5-A1BI-01B
31 years, female, white
27.8
TCGA-FU-A3NI-01A
45 years, female, white
27.7
TCGA-IR-A3LB-01A
53 years, female, white
27.6
TCGA-Q1-A73R-01A
45 years, female, white
27.5
TCGA-BI-A0VS-01A
48 years, female, white
27.3
TCGA-EX-A8YF-01A
44 years, female, white
27.2
TCGA-EA-A6QX-01A
49 years, female, asian
26.9
TCGA-C5-A1BJ-01A
34 years, female, white
26.8
TCGA-EK-A2RJ-01A
51 years, female, white
26.3
TCGA-EK-A2RM-01A
40 years, female, white
26.2
TCGA-DS-A0VK-01A
46 years, female, white
26.1
TCGA-Q1-A5R1-01A
32 years, female, white
26.0
TCGA-C5-A7UH-01A
55 years, female, white
25.8
TCGA-VS-A94W-01A
39 years, female, white
25.7
TCGA-VS-A9UY-01A
29 years, female
25.5
TCGA-C5-A2LX-01A
54 years, female, white
25.4
TCGA-IR-A3LC-01A
40 years, female, white
25.3
TCGA-2W-A8YY-01A
51 years, female, white
25.2
TCGA-BI-A0VR-01A
53 years, female, white
25.1
TCGA-JX-A3Q8-01A
40 years, female, asian
24.9
TCGA-EA-A3HT-01A
68 years, female, white
24.9
TCGA-JW-A5VL-01A
37 years, female, american indian or alaska native
24.9
TCGA-EA-A4BA-01A
49 years, female, white
24.8
TCGA-EA-A78R-01A
54 years, female, asian
24.5
TCGA-C5-A1MI-01A
50 years, female, white
24.4
TCGA-VS-A8QF-01A
42 years, female, white
24.1
TCGA-EX-A1H6-01B
38 years, female, white
24.1
TCGA-EA-A97N-01A
38 years, female, white
23.9
TCGA-MA-AA3Y-01A
48 years, female, white
23.9
TCGA-EK-A2R7-01A
45 years, female, white
23.8
TCGA-VS-A8EI-01A
38 years, female, white
23.8
TCGA-EX-A3L1-01A
32 years, female, white
23.5
TCGA-C5-A7CK-01A
58 years, female, white
23.4
TCGA-EA-A44S-01A
31 years, female, white
23.4
TCGA-MA-AA3W-01A
54 years, female, white
23.0
TCGA-VS-A958-01A
46 years, female, white
23.0
TCGA-C5-A902-01A
35 years, female, black or african american
22.6
TCGA-DS-A1OD-01A
49 years, female, white
22.6
TCGA-EA-A3HS-01A
35 years, female, white
22.2
TCGA-EA-A3QE-01A
45 years, female, white
22.0
TCGA-VS-A952-01A
66 years, female, white
21.8
TCGA-VS-A9V3-01A
62 years, female, white
21.6
TCGA-C5-A7UI-01A
42 years, female, black or african american
21.6
TCGA-EA-A43B-01A
43 years, female, white
21.5
TCGA-JW-A5VI-01A
45 years, female, american indian or alaska native
21.3
TCGA-C5-A7CM-01A
35 years, female, white
21.2
TCGA-RA-A741-01A
34 years, female, white
21.1
TCGA-C5-A1M7-01A
37 years, female, white
21.1
TCGA-C5-A1M5-01A
53 years, female, white
21.0
TCGA-IR-A3LL-01A
60 years, female, white
20.9
TCGA-DS-A1OC-01A
47 years, female, white
20.9
TCGA-EA-A3HR-01A
57 years, female, white
20.9
TCGA-C5-A7X3-01A
70 years, female, white
20.6
TCGA-C5-A1MF-01A
49 years, female, white
20.5
TCGA-DS-A5RQ-01A
80 years, female, white
20.4
TCGA-VS-A8EL-01A
38 years, female, black or african american
20.4
TCGA-C5-A8XI-01A
69 years, female, black or african american
20.2
TCGA-DS-A0VM-01A
51 years, female, white
20.2
TCGA-FU-A3TX-01A
78 years, female
20.1
TCGA-JX-A3Q0-01A
63 years, female, black or african american
19.9
TCGA-C5-A8YR-01A
56 years, female, white
19.8
TCGA-C5-A901-01A
44 years, female, white
19.8
TCGA-DS-A1OB-01A
45 years, female, white
19.1
TCGA-WL-A834-01A
female, white
19.1
TCGA-MY-A913-01A
28 years, female, black or african american
18.8
TCGA-FU-A3TQ-01A
55 years, female, white
18.6
TCGA-VS-A950-01A
42 years, female
18.4
TCGA-Q1-A6DW-01A
44 years, female, white
18.4
TCGA-C5-A7CL-01A
48 years, female, white
18.4
TCGA-C5-A1MK-01A
79 years, female, white
18.2
TCGA-EX-A1H5-01A
58 years, female, black or african american
18.2
TCGA-DS-A0VL-01A
25 years, female, white
17.8
TCGA-VS-A8EG-01A
36 years, female
17.8
TCGA-VS-A8EJ-01A
60 years, female, white
17.7
TCGA-VS-A9U6-01A
52 years, female, white
17.7
TCGA-FU-A770-01A
33 years, female, white
17.7
TCGA-C5-A1BL-01A
32 years, female, white
17.5
TCGA-C5-A8XK-01A
30 years, female, black or african american
17.3
TCGA-Q1-A5R3-01A
56 years, female, white
17.0
TCGA-VS-A954-01A
67 years, female
16.8
TCGA-C5-A1BE-01B
65 years, female, white
16.4
TCGA-IR-A3L7-01A
37 years, female, white
16.2
TCGA-DG-A2KK-01A
51 years, female
16.0
TCGA-UC-A7PI-01A
45 years, female, white
15.8
TCGA-JW-A5VJ-01A
56 years, female, american indian or alaska native
15.6
TCGA-EX-A449-01A
42 years, female, white
15.2
TCGA-C5-A1BQ-01C
65 years, female, white
15.1
TCGA-DR-A0ZM-01A
61 years, female, white
15.0
TCGA-C5-A8XH-01A
39 years, female, white
15.0
TCGA-EK-A2RA-01A
74 years, female
14.9
TCGA-EK-A2RK-01A
67 years, female, white
14.7
TCGA-C5-A2LT-01A
38 years, female, white
14.4
TCGA-MY-A5BF-01A
68 years, female, white
14.4
TCGA-ZJ-A8QR-01A
38 years, female, native hawaiian or other pacific islander
14.3
TCGA-VS-A8Q9-01A
79 years, female, white
14.2
TCGA-C5-A8YQ-01A
79 years, female, white
14.2
TCGA-VS-A8Q8-01A
26 years, female, white
14.0
TCGA-FU-A3WB-01A
43 years, female, white
14.0
TCGA-C5-A1M9-01A
46 years, female, white
14.0
TCGA-C5-A1M8-01A
43 years, female, white
13.7
TCGA-Q1-A73S-01A
33 years, female, white
13.5
TCGA-C5-A7CO-01A
68 years, female, white
13.4
TCGA-UC-A7PG-01A
44 years, female, white
13.3
TCGA-C5-A2LV-01A
36 years, female, black or african american
13.3
TCGA-IR-A3LK-01A
69 years, female, white
13.2
TCGA-EK-A2RO-01A
59 years, female, american indian or alaska native
13.0
TCGA-Q1-A73O-01A
37 years, female
12.8
TCGA-C5-A7CH-01A
43 years, female, white
12.7
TCGA-EK-A2RL-01A
33 years, female, black or african american
12.6
TCGA-VS-A9UV-01A
74 years, female
12.4
TCGA-EK-A3GJ-01A
51 years, female, native hawaiian or other pacific islander
12.4
TCGA-C5-A2LZ-01A
65 years, female, white
12.1
TCGA-EK-A2R8-01A
48 years, female, white
12.1
TCGA-VS-A9UP-01A
43 years, female
11.7
TCGA-EA-A3Y4-01A
40 years, female, white
11.4
TCGA-Q1-A73Q-01A
46 years, female, white
11.4
TCGA-JW-AAVH-01A
46 years, female, white
11.2
TCGA-DS-A7WI-01A
43 years, female, white
11.2
TCGA-VS-A8QC-01A
51 years, female, white
11.2
TCGA-VS-A8QH-01A
76 years, female, white
11.1
TCGA-C5-A1M6-01A
55 years, female, white
10.9
TCGA-VS-A9UI-01A
76 years, female, white
10.8
TCGA-LP-A5U3-01A
40 years, female, asian
10.7
TCGA-JW-A5VK-01A
43 years, female, black or african american
10.4
TCGA-VS-A9UB-01A
54 years, female
10.4
TCGA-VS-A9UL-01A
79 years, female, white
10.3
TCGA-ZJ-AAXU-01A
51 years, female, white
10.3
TCGA-C5-A907-01A
47 years, female, white
10.3
TCGA-ZJ-A8QQ-01A
24 years, female, white
10.1
TCGA-MU-A8JM-01A
47 years, female, white
10.0
TCGA-VS-A9UJ-01A
55 years, female
10.0
TCGA-VS-A9V1-01A
46 years, female, white
9.9
TCGA-VS-A8EK-01A
65 years, female, white
9.9
TCGA-JW-A852-01A
42 years, female, white
9.8
TCGA-Q1-A6DV-01A
36 years, female, asian
9.7
TCGA-EK-A2PI-01A
44 years, female, white
9.6
TCGA-VS-A8EH-01A
56 years, female
9.6
TCGA-EK-A2IR-01A
48 years, female, white
9.4
TCGA-UC-A7PD-01A
21 years, female, american indian or alaska native
9.3
TCGA-FU-A5XV-01A
32 years, female, white
9.3
TCGA-EK-A3GK-01A
33 years, female, white
9.2
TCGA-VS-A9V4-01A
63 years, female, white
9.2
TCGA-C5-A1BN-01B
26 years, female, white
9.1
TCGA-EK-A2RN-01A
45 years, female, white
9.0
TCGA-EA-A1QT-01A
47 years, female, white
8.9
TCGA-EA-A5O9-01A
39 years, female, white
8.8
TCGA-C5-A905-01A
37 years, female, black or african american
8.8
TCGA-MY-A5BD-01A
62 years, female, white
8.7
TCGA-JX-A3PZ-01A
25 years, female, white
8.6
TCGA-VS-A94Y-01A
47 years, female, white
8.6
TCGA-C5-A2M2-01A
56 years, female, white
8.5
TCGA-LP-A5U2-01A
30 years, female, asian
8.4
TCGA-C5-A7UC-01A
48 years, female, white
8.0
TCGA-DG-A2KH-01A
25 years, female
7.9
TCGA-JX-A5QV-01A
37 years, female, white
7.6
TCGA-EK-A2IP-01A
28 years, female, white
7.6
TCGA-VS-A957-01A
64 years, female, white
7.5
TCGA-VS-A8EB-01A
41 years, female, white
7.2
TCGA-C5-A7X5-01A
72 years, female, black or african american
7.1
TCGA-VS-A953-01A
63 years, female
7.1
TCGA-EK-A2PM-01A
81 years, female, white
7.1
TCGA-VS-A9UR-01A
53 years, female, white
7.0
TCGA-MA-AA41-01A
33 years, female, white
6.9
TCGA-C5-A3HL-01A
76 years, female, white
6.8
TCGA-MA-AA3Z-01A
43 years, female, white
6.7
TCGA-VS-A94X-01A
40 years, female, black or african american
6.6
TCGA-FU-A2QG-01A
29 years, female, white
6.5
TCGA-GH-A9DA-01A
27 years, female, white
6.3
TCGA-EK-A2RB-01A
48 years, female, white
6.1
TCGA-C5-A2LS-01A
37 years, female, white
6.0
TCGA-JW-A5VG-01A
35 years, female, american indian or alaska native
5.9
TCGA-VS-A8EC-01A
55 years, female, white
5.9
TCGA-Q1-A6DT-01A
55 years, female, white
5.7
TCGA-DR-A0ZL-01A
53 years, female, asian
5.6
TCGA-VS-A9UU-01A
42 years, female
5.5
TCGA-FU-A3HY-01A
47 years, female, white
5.1
TCGA-C5-A7UE-01A
45 years, female, white
5.1
TCGA-EK-A2H0-01A
24 years, female, white
5.0
TCGA-EK-A2GZ-01A
64 years, female, black or african american
4.7
TCGA-EK-A2RE-01A
26 years, female, white
4.5
TCGA-C5-A0TN-01A
21 years, female, black or african american
4.2
TCGA-VS-A8QA-01A
44 years, female
4.2
TCGA-VS-A9UO-01A
43 years, female, white
4.0
TCGA-EK-A2PG-01A
89 years, female, black or african american
3.3
TCGA-EA-A5FO-01A
59 years, female, white
3.3
TCGA-EK-A2PL-01A
36 years, female, white
3.2
TCGA-C5-A3HD-01B
51 years, female, white
3.1
TCGA-C5-A1MN-01A
42 years, female, white
3.1
TCGA-EK-A3GN-01A
47 years, female, white
2.5
TCGA-IR-A3LI-01A
48 years, female, white
2.0
Show all
CERVICAL 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.