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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.
49.0 FPKM
70.8 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.
69%
69%
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.
57%
63%
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
85.0
Number of samples
291
Samples
Sample
Description
FPKM
TCGA-VS-A9UD-01A
73 years, female, white
307.5
TCGA-EK-A3GJ-01A
51 years, female, native hawaiian or other pacific islander
277.4
TCGA-C5-A7UI-01A
42 years, female, black or african american
249.1
TCGA-EA-A43B-01A
43 years, female, white
241.5
TCGA-DG-A2KJ-01A
50 years, female
226.6
TCGA-VS-A9U7-01A
30 years, female, white
219.2
TCGA-MY-A5BE-01A
42 years, female, black or african american
209.7
TCGA-FU-A23K-01A
28 years, female, white
207.8
TCGA-C5-A2LY-01A
30 years, female, white
201.8
TCGA-EK-A2RK-01A
67 years, female, white
198.9
TCGA-DR-A0ZM-01A
61 years, female, white
196.2
TCGA-LP-A4AX-01A
45 years, female, asian
194.5
TCGA-UC-A7PF-01A
44 years, female
194.3
TCGA-VS-A9UH-01A
53 years, female, black or african american
194.3
TCGA-JX-A3Q8-01A
40 years, female, asian
184.3
TCGA-Q1-A5R2-01A
64 years, female, white
182.4
TCGA-DS-A0VM-01A
51 years, female, white
181.5
TCGA-EX-A69L-01A
41 years, female, asian
177.8
TCGA-EA-A78R-01A
54 years, female, asian
176.9
TCGA-VS-A9V2-01A
29 years, female, white
175.9
TCGA-EA-A3Y4-01A
40 years, female, white
174.1
TCGA-VS-AA62-01A
51 years, female, white
171.4
TCGA-EX-A8YF-01A
44 years, female, white
170.3
TCGA-C5-A3HD-01B
51 years, female, white
168.7
TCGA-MA-AA3Z-01A
43 years, female, white
166.4
TCGA-EA-A5O9-01A
39 years, female, white
165.0
TCGA-EK-A2RA-01A
74 years, female
161.0
TCGA-VS-A9UB-01A
54 years, female
160.3
TCGA-FU-A23L-01A
60 years, female, white
158.9
TCGA-VS-A8EJ-01A
60 years, female, white
156.3
TCGA-C5-A907-01A
47 years, female, white
156.0
TCGA-LP-A7HU-01A
53 years, female, asian
155.7
TCGA-C5-A1BK-01B
36 years, female, black or african american
153.8
TCGA-VS-A8QA-01A
44 years, female
152.8
TCGA-MA-AA3Y-01A
48 years, female, white
149.0
TCGA-JW-A5VG-01A
35 years, female, american indian or alaska native
147.8
TCGA-VS-A9UC-01A
32 years, female
147.1
TCGA-C5-A1MQ-01A
35 years, female, white
146.8
TCGA-MU-A51Y-01A
27 years, female, white
146.8
TCGA-IR-A3LH-01A
49 years, female, black or african american
146.6
TCGA-MY-A5BD-01A
62 years, female, white
140.8
TCGA-DG-A2KM-01A
46 years, female
140.8
TCGA-EK-A2H1-01A
20 years, female, white
140.5
TCGA-C5-A1M9-01A
46 years, female, white
140.2
TCGA-RA-A741-01A
34 years, female, white
139.4
TCGA-C5-A3HF-01A
24 years, female, white
138.0
TCGA-C5-A3HE-01A
44 years, female, white
136.8
TCGA-LP-A5U3-01A
40 years, female, asian
136.4
TCGA-EA-A3QD-01A
59 years, female, white
135.0
TCGA-JW-A852-01A
42 years, female, white
134.1
TCGA-MY-A5BF-01A
68 years, female, white
132.8
TCGA-IR-A3LF-01A
64 years, female, white
132.5
TCGA-EA-A3HU-01A
43 years, female, white
132.2
TCGA-VS-A8QH-01A
76 years, female, white
131.9
TCGA-MY-A913-01A
28 years, female, black or african american
131.5
TCGA-C5-A902-01A
35 years, female, black or african american
131.3
TCGA-EK-A2RB-01A
48 years, female, white
129.3
TCGA-IR-A3LL-01A
60 years, female, white
128.5
TCGA-C5-A1M5-01A
53 years, female, white
127.7
TCGA-VS-A8Q8-01A
26 years, female, white
126.2
TCGA-C5-A1MH-01A
71 years, female, white
126.1
TCGA-R2-A69V-01A
42 years, female, white
125.4
TCGA-BI-A20A-01A
49 years, female, white
125.3
TCGA-DS-A1OA-01A
77 years, female, asian
124.3
TCGA-EA-A5ZE-01A
54 years, female, asian
124.1
TCGA-EK-A2PK-01A
43 years, female, white
123.4
TCGA-EK-A2RM-01A
40 years, female, white
123.3
TCGA-DS-A1OB-01A
45 years, female, white
120.1
TCGA-C5-A7CG-01A
55 years, female, white
119.7
TCGA-BI-A0VR-01A
53 years, female, white
119.4
TCGA-C5-A0TN-01A
21 years, female, black or african american
117.8
TCGA-C5-A1MF-01A
49 years, female, white
116.2
TCGA-JX-A3PZ-01A
25 years, female, white
116.0
TCGA-C5-A2M1-01A
37 years, female, white
115.2
TCGA-ZJ-AAXU-01A
51 years, female, white
114.1
TCGA-PN-A8MA-01A
43 years, female, black or african american
114.1
TCGA-JX-A3Q0-01A
63 years, female, black or african american
113.9
TCGA-DS-A1OD-01A
49 years, female, white
112.5
TCGA-C5-A1BM-01A
78 years, female, black or african american
111.7
TCGA-Q1-A5R3-01A
56 years, female, white
111.7
TCGA-LP-A4AU-01A
35 years, female, asian
111.2
TCGA-C5-A1ML-01A
49 years, female, white
110.0
TCGA-VS-A958-01A
46 years, female, white
109.9
TCGA-C5-A8XH-01A
39 years, female, white
109.0
TCGA-MA-AA42-01A
75 years, female, white
108.9
TCGA-LP-A5U2-01A
30 years, female, asian
106.8
TCGA-FU-A3EO-01A
55 years, female, white
106.5
TCGA-VS-A9UZ-01A
61 years, female, white
105.4
TCGA-DS-A1O9-01A
75 years, female, white
102.2
TCGA-EA-A5ZD-01A
40 years, female, asian
101.2
TCGA-XS-A8TJ-01A
41 years, female, black or african american
101.1
TCGA-VS-A8Q9-01A
79 years, female, white
97.8
TCGA-HM-A3JJ-01A
40 years, female, black or african american
97.7
TCGA-MA-AA3W-01A
54 years, female, white
97.6
TCGA-UC-A7PD-01A
21 years, female, american indian or alaska native
97.1
TCGA-DS-A0VN-01A
47 years, female, white
96.8
TCGA-DG-A2KL-01A
53 years, female
96.2
TCGA-VS-A9U6-01A
52 years, female, white
95.6
TCGA-FU-A2QG-01A
29 years, female, white
95.1
TCGA-VS-A9UI-01A
76 years, female, white
94.9
TCGA-MU-A5YI-01A
60 years, female, black or african american
94.5
TCGA-Q1-A73P-01A
45 years, female, white
94.5
TCGA-EA-A6QX-01A
49 years, female, asian
94.1
TCGA-EX-A449-01A
42 years, female, white
93.2
TCGA-IR-A3LI-01A
48 years, female, white
92.7
TCGA-DS-A0VL-01A
25 years, female, white
90.9
TCGA-FU-A40J-01A
38 years, female, white
90.7
TCGA-EK-A2R9-01A
58 years, female, white
89.9
TCGA-EK-A2RL-01A
33 years, female, black or african american
88.7
TCGA-C5-A8XI-01A
69 years, female, black or african american
88.5
TCGA-C5-A1BN-01B
26 years, female, white
87.4
TCGA-C5-A2LZ-01A
65 years, female, white
87.2
TCGA-DG-A2KK-01A
51 years, female
86.7
TCGA-FU-A3YQ-01A
35 years, female, white
86.7
TCGA-VS-A9UR-01A
53 years, female, white
85.8
TCGA-Q1-A73O-01A
37 years, female
85.6
TCGA-ZJ-AAX4-01A
85 years, female, white
85.6
TCGA-VS-A94Z-01A
38 years, female, white
85.2
TCGA-DS-A7WF-01A
41 years, female
85.1
TCGA-EA-A439-01A
50 years, female, asian
84.6
TCGA-C5-A1M7-01A
37 years, female, white
84.2
TCGA-C5-A1MJ-01A
61 years, female, white
82.7
TCGA-EK-A2RJ-01A
51 years, female, white
82.4
TCGA-MA-AA41-01A
33 years, female, white
82.2
TCGA-Q1-A5R1-01A
32 years, female, white
81.8
TCGA-UC-A7PI-01A
45 years, female, white
81.0
TCGA-EK-A2R8-01A
48 years, female, white
80.3
TCGA-C5-A2LX-01A
54 years, female, white
80.3
TCGA-JX-A5QV-01A
37 years, female, white
80.1
TCGA-DS-A7WI-01A
43 years, female, white
79.7
TCGA-C5-A2M2-01A
56 years, female, white
79.7
TCGA-C5-A1BE-01B
65 years, female, white
76.5
TCGA-JW-AAVH-01A
46 years, female, white
74.6
TCGA-EX-A69M-01A
62 years, female, white
74.0
TCGA-Q1-A73R-01A
45 years, female, white
74.0
TCGA-C5-A1ME-01A
41 years, female, white
73.8
TCGA-EK-A2GZ-01A
64 years, female, black or african american
73.2
TCGA-VS-A9UO-01A
43 years, female, white
73.2
TCGA-FU-A770-01A
33 years, female, white
72.9
TCGA-DG-A2KH-01A
25 years, female
72.9
TCGA-EK-A2RC-01A
33 years, female
72.8
TCGA-DS-A5RQ-01A
80 years, female, white
72.2
TCGA-VS-A9V3-01A
62 years, female, white
71.9
TCGA-C5-A8XJ-01A
74 years, female, white
71.6
TCGA-C5-A2LV-01A
36 years, female, black or african american
71.1
TCGA-C5-A1BF-01B
46 years, female, white
70.8
TCGA-HG-A2PA-01A
38 years, female, white
70.6
TCGA-EA-A3HT-01A
68 years, female, white
70.5
TCGA-FU-A3WB-01A
43 years, female, white
70.4
TCGA-C5-A1MI-01A
50 years, female, white
70.1
TCGA-VS-A94Y-01A
47 years, female, white
69.9
TCGA-C5-A1BQ-01C
65 years, female, white
69.6
TCGA-HM-A3JK-01A
64 years, female, white
69.3
TCGA-VS-A94W-01A
39 years, female, white
69.3
TCGA-EK-A2R7-01A
45 years, female, white
69.1
TCGA-VS-A8EI-01A
38 years, female, white
68.8
TCGA-ZJ-A8QQ-01A
24 years, female, white
68.0
TCGA-JW-A5VL-01A
37 years, female, american indian or alaska native
67.9
TCGA-IR-A3LB-01A
53 years, female, white
67.5
TCGA-EK-A2RO-01A
59 years, female, american indian or alaska native
67.2
TCGA-VS-A957-01A
64 years, female, white
66.5
TCGA-VS-A9V5-01A
50 years, female, white
65.8
TCGA-IR-A3LK-01A
69 years, female, white
65.4
TCGA-EA-A44S-01A
31 years, female, white
64.7
TCGA-ZJ-A8QR-01A
38 years, female, native hawaiian or other pacific islander
64.3
TCGA-VS-A959-01A
76 years, female
63.8
TCGA-VS-A9UQ-01A
32 years, female
63.3
TCGA-ZX-AA5X-01A
64 years, female, white
63.1
TCGA-EA-A3HQ-01A
60 years, female, white
62.7
TCGA-EA-A5FO-01A
59 years, female, white
62.7
TCGA-EX-A1H5-01A
58 years, female, black or african american
62.7
TCGA-VS-A9UT-01A
72 years, female, asian
62.7
TCGA-C5-A7CJ-01A
42 years, female, white
62.0
TCGA-VS-A950-01A
42 years, female
61.8
TCGA-EA-A1QT-01A
47 years, female, white
61.7
TCGA-VS-A952-01A
66 years, female, white
61.6
TCGA-IR-A3LC-01A
40 years, female, white
61.5
TCGA-EA-A3HS-01A
35 years, female, white
61.5
TCGA-EA-A3QE-01A
45 years, female, white
61.1
TCGA-4J-AA1J-01A
31 years, female, white
60.9
TCGA-Q1-A6DV-01A
36 years, female, asian
60.8
TCGA-EA-A411-01A
50 years, female, white
60.7
TCGA-VS-A94X-01A
40 years, female, black or african american
60.5
TCGA-EK-A2H0-01A
24 years, female, white
60.5
TCGA-C5-A1MP-01A
34 years, female, black or african american
59.3
TCGA-EA-A5ZF-01A
56 years, female, asian
59.2
TCGA-C5-A7X5-01A
72 years, female, black or african american
58.8
TCGA-C5-A1MK-01A
79 years, female, white
58.7
TCGA-C5-A7X8-01A
35 years, female, white
58.6
TCGA-EK-A3GN-01A
47 years, female, white
58.2
TCGA-GH-A9DA-01A
27 years, female, white
57.7
TCGA-VS-A8QM-01A
47 years, female
57.5
TCGA-JW-A5VI-01A
45 years, female, american indian or alaska native
57.1
TCGA-EK-A2IP-01A
28 years, female, white
56.4
TCGA-C5-A1BJ-01A
34 years, female, white
55.2
TCGA-C5-A7XC-01A
26 years, female, white
54.7
TCGA-C5-A7CO-01A
68 years, female, white
54.6
TCGA-C5-A8ZZ-01A
41 years, female, white
54.6
TCGA-JW-A69B-01A
44 years, female, white
54.2
TCGA-VS-A9UM-01A
39 years, female, black or african american
54.1
TCGA-IR-A3LA-01A
60 years, female, white
53.7
TCGA-DS-A1OC-01A
47 years, female, white
53.6
TCGA-C5-A7CM-01A
35 years, female, white
53.5
TCGA-C5-A1BL-01A
32 years, female, white
53.4
TCGA-EK-A3GK-01A
33 years, female, white
52.1
TCGA-FU-A3TX-01A
78 years, female
51.2
TCGA-C5-A905-01A
37 years, female, black or african american
51.1
TCGA-JW-A5VK-01A
43 years, female, black or african american
50.7
TCGA-EX-A3L1-01A
32 years, female, white
50.5
TCGA-VS-A9UY-01A
29 years, female
50.2
TCGA-C5-A7UE-01A
45 years, female, white
50.1
TCGA-VS-A9V0-01A
58 years, female
49.7
TCGA-IR-A3L7-01A
37 years, female, white
49.1
TCGA-VS-A9V4-01A
63 years, female, white
48.9
TCGA-Q1-A73Q-01A
46 years, female, white
48.2
TCGA-C5-A2LS-01A
37 years, female, white
47.8
TCGA-EA-A97N-01A
38 years, female, white
47.8
TCGA-VS-A9UV-01A
74 years, female
46.6
TCGA-C5-A8YT-01A
36 years, female, white
46.1
TCGA-C5-A7CH-01A
43 years, female, white
46.0
TCGA-C5-A7CL-01A
48 years, female, white
45.9
TCGA-C5-A3HL-01A
76 years, female, white
44.9
TCGA-EA-A556-01A
38 years, female, white
44.8
TCGA-C5-A7X3-01A
70 years, female, white
44.8
TCGA-C5-A8XK-01A
30 years, female, black or african american
44.7
TCGA-C5-A1MN-01A
42 years, female, white
44.6
TCGA-LP-A4AW-01A
52 years, female, asian
44.6
TCGA-VS-A9V1-01A
46 years, female, white
44.1
TCGA-Q1-A6DW-01A
44 years, female, white
43.7
TCGA-EK-A2PI-01A
44 years, female, white
43.6
TCGA-ZJ-AAXA-01A
64 years, female, white
43.5
TCGA-VS-A8EB-01A
41 years, female, white
43.3
TCGA-VS-A8EG-01A
36 years, female
42.7
TCGA-EX-A1H6-01B
38 years, female, white
42.2
TCGA-HM-A4S6-01A
51 years, female, white
42.0
TCGA-HM-A6W2-01A
35 years, female, black or african american
41.8
TCGA-C5-A1M6-01A
55 years, female, white
40.7
TCGA-C5-A8YR-01A
56 years, female, white
40.2
TCGA-C5-A1M8-01A
43 years, female, white
39.9
TCGA-VS-A8EL-01A
38 years, female, black or african american
39.7
TCGA-C5-A1BI-01B
31 years, female, white
39.4
TCGA-VS-A9UU-01A
42 years, female
39.2
TCGA-FU-A3TQ-01A
55 years, female, white
37.4
TCGA-EK-A2RE-01A
26 years, female, white
37.3
TCGA-VS-A8EH-01A
56 years, female
37.2
TCGA-JW-A5VJ-01A
56 years, female, american indian or alaska native
37.1
TCGA-EK-A2PL-01A
36 years, female, white
36.9
TCGA-VS-A953-01A
63 years, female
35.6
TCGA-MA-AA3X-01A
50 years, female, black or african american
34.3
TCGA-MA-AA43-01A
48 years, female, white
34.0
TCGA-C5-A8YQ-01A
79 years, female, white
32.7
TCGA-EA-A3HR-01A
57 years, female, white
32.4
TCGA-MU-A8JM-01A
47 years, female, white
32.3
TCGA-DR-A0ZL-01A
53 years, female, asian
29.6
TCGA-EA-A410-01A
51 years, female, white
29.6
TCGA-VS-A8QC-01A
51 years, female, white
29.2
TCGA-EK-A2RN-01A
45 years, female, white
28.9
TCGA-VS-A954-01A
67 years, female
28.8
TCGA-C5-A7UC-01A
48 years, female, white
28.7
TCGA-C5-A901-01A
44 years, female, white
28.0
TCGA-VS-A8QF-01A
42 years, female, white
28.0
TCGA-FU-A3NI-01A
45 years, female, white
27.5
TCGA-EA-A1QS-01A
46 years, female, white
27.2
TCGA-DS-A3LQ-01A
46 years, female
26.9
TCGA-C5-A2LT-01A
38 years, female, white
26.7
TCGA-C5-A7CK-01A
58 years, female, white
26.4
TCGA-VS-A9U5-01A
57 years, female, white
26.4
TCGA-EA-A4BA-01A
49 years, female, white
26.0
TCGA-FU-A57G-01A
49 years, female, white
26.0
TCGA-DS-A7WH-01A
34 years, female, white
26.0
TCGA-UC-A7PG-01A
44 years, female, white
25.8
TCGA-FU-A3HY-01A
47 years, female, white
24.0
TCGA-JW-A5VH-01A
53 years, female, american indian or alaska native
24.0
TCGA-DS-A0VK-01A
46 years, female, white
21.4
TCGA-VS-A9UL-01A
79 years, female, white
21.3
TCGA-VS-A8EC-01A
55 years, female, white
20.6
TCGA-VS-A8EK-01A
65 years, female, white
20.6
TCGA-VS-A9UP-01A
43 years, female
20.5
TCGA-BI-A0VS-01A
48 years, female, white
20.4
TCGA-Q1-A6DT-01A
55 years, female, white
20.2
TCGA-EA-A50E-01A
45 years, female, asian
19.4
TCGA-VS-A9UJ-01A
55 years, female
17.8
TCGA-FU-A3HZ-01A
64 years, female, white
16.5
TCGA-FU-A5XV-01A
32 years, female, white
16.1
TCGA-C5-A7UH-01A
55 years, female, white
12.3
TCGA-WL-A834-01A
female, white
11.1
TCGA-EK-A2PG-01A
89 years, female, black or african american
10.1
TCGA-2W-A8YY-01A
51 years, female, white
8.8
TCGA-EK-A2IR-01A
48 years, female, white
7.9
TCGA-Q1-A73S-01A
33 years, female, white
6.3
TCGA-EK-A2PM-01A
81 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.