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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.
80.9 FPKM
170.1 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%
71%
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.
59%
62%
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
229.5
Number of samples
291
Samples
Sample
Description
FPKM
TCGA-FU-A3YQ-01A
35 years, female, white
1225.7
TCGA-EA-A50E-01A
45 years, female, asian
1104.3
TCGA-MU-A8JM-01A
47 years, female, white
935.9
TCGA-C5-A1BI-01B
31 years, female, white
884.0
TCGA-DS-A3LQ-01A
46 years, female
881.0
TCGA-C5-A901-01A
44 years, female, white
852.5
TCGA-C5-A1M7-01A
37 years, female, white
800.2
TCGA-LP-A4AU-01A
35 years, female, asian
760.4
TCGA-C5-A905-01A
37 years, female, black or african american
753.7
TCGA-ZJ-AAXA-01A
64 years, female, white
722.7
TCGA-Q1-A6DW-01A
44 years, female, white
690.4
TCGA-IR-A3LL-01A
60 years, female, white
671.0
TCGA-EK-A2RE-01A
26 years, female, white
666.3
TCGA-DS-A5RQ-01A
80 years, female, white
663.7
TCGA-C5-A1MK-01A
79 years, female, white
645.3
TCGA-EK-A2PL-01A
36 years, female, white
632.1
TCGA-FU-A3TQ-01A
55 years, female, white
626.8
TCGA-VS-A8EG-01A
36 years, female
617.4
TCGA-ZX-AA5X-01A
64 years, female, white
598.3
TCGA-FU-A3HY-01A
47 years, female, white
593.1
TCGA-UC-A7PG-01A
44 years, female, white
586.2
TCGA-VS-A9UI-01A
76 years, female, white
582.9
TCGA-LP-A7HU-01A
53 years, female, asian
580.2
TCGA-EA-A3HT-01A
68 years, female, white
574.2
TCGA-C5-A7UE-01A
45 years, female, white
561.8
TCGA-ZJ-A8QR-01A
38 years, female, native hawaiian or other pacific islander
554.4
TCGA-VS-A9UU-01A
42 years, female
549.7
TCGA-MU-A51Y-01A
27 years, female, white
548.3
TCGA-VS-A8QF-01A
42 years, female, white
547.3
TCGA-VS-A8EL-01A
38 years, female, black or african american
536.0
TCGA-FU-A3NI-01A
45 years, female, white
528.3
TCGA-VS-A8Q8-01A
26 years, female, white
527.4
TCGA-VS-A9UH-01A
53 years, female, black or african american
513.2
TCGA-JX-A5QV-01A
37 years, female, white
483.7
TCGA-FU-A5XV-01A
32 years, female, white
466.1
TCGA-C5-A1BK-01B
36 years, female, black or african american
463.5
TCGA-DG-A2KL-01A
53 years, female
460.1
TCGA-EK-A2RB-01A
48 years, female, white
459.6
TCGA-ZJ-AAX4-01A
85 years, female, white
455.8
TCGA-EA-A5O9-01A
39 years, female, white
455.4
TCGA-DS-A0VN-01A
47 years, female, white
441.2
TCGA-Q1-A6DV-01A
36 years, female, asian
436.8
TCGA-VS-A9UV-01A
74 years, female
417.0
TCGA-C5-A7CG-01A
55 years, female, white
410.7
TCGA-EK-A2RN-01A
45 years, female, white
410.1
TCGA-VS-A94Z-01A
38 years, female, white
408.1
TCGA-MA-AA3Y-01A
48 years, female, white
400.0
TCGA-FU-A3WB-01A
43 years, female, white
391.2
TCGA-MY-A5BF-01A
68 years, female, white
389.7
TCGA-C5-A1BM-01A
78 years, female, black or african american
387.1
TCGA-EX-A449-01A
42 years, female, white
383.5
TCGA-JW-AAVH-01A
46 years, female, white
372.7
TCGA-DS-A1OA-01A
77 years, female, asian
370.6
TCGA-VS-A9U5-01A
57 years, female, white
370.5
TCGA-Q1-A6DT-01A
55 years, female, white
364.6
TCGA-C5-A1BJ-01A
34 years, female, white
361.9
TCGA-C5-A2M1-01A
37 years, female, white
359.5
TCGA-Q1-A5R1-01A
32 years, female, white
351.4
TCGA-C5-A7CH-01A
43 years, female, white
350.6
TCGA-C5-A1M8-01A
43 years, female, white
350.1
TCGA-C5-A7UC-01A
48 years, female, white
348.0
TCGA-FU-A770-01A
33 years, female, white
344.3
TCGA-IR-A3LB-01A
53 years, female, white
333.2
TCGA-DS-A1OB-01A
45 years, female, white
331.0
TCGA-VS-A9UY-01A
29 years, female
331.0
TCGA-C5-A3HL-01A
76 years, female, white
327.6
TCGA-UC-A7PD-01A
21 years, female, american indian or alaska native
326.4
TCGA-EK-A2RA-01A
74 years, female
325.5
TCGA-EK-A2H1-01A
20 years, female, white
320.6
TCGA-LP-A5U3-01A
40 years, female, asian
315.6
TCGA-EA-A5ZD-01A
40 years, female, asian
315.0
TCGA-MA-AA3Z-01A
43 years, female, white
313.8
TCGA-R2-A69V-01A
42 years, female, white
308.7
TCGA-VS-A9UQ-01A
32 years, female
306.7
TCGA-IR-A3LA-01A
60 years, female, white
304.5
TCGA-C5-A7CO-01A
68 years, female, white
299.5
TCGA-EX-A1H6-01B
38 years, female, white
298.9
TCGA-EK-A2IP-01A
28 years, female, white
295.8
TCGA-VS-A9UJ-01A
55 years, female
291.8
TCGA-C5-A2LZ-01A
65 years, female, white
288.8
TCGA-MA-AA3X-01A
50 years, female, black or african american
277.9
TCGA-JX-A3Q0-01A
63 years, female, black or african american
273.9
TCGA-MA-AA43-01A
48 years, female, white
272.6
TCGA-VS-A953-01A
63 years, female
271.1
TCGA-VS-A8QM-01A
47 years, female
271.0
TCGA-EK-A2IR-01A
48 years, female, white
269.7
TCGA-EA-A97N-01A
38 years, female, white
267.8
TCGA-EK-A2RM-01A
40 years, female, white
264.1
TCGA-EA-A3QE-01A
45 years, female, white
258.3
TCGA-C5-A2LV-01A
36 years, female, black or african american
253.7
TCGA-VS-A94Y-01A
47 years, female, white
252.6
TCGA-MA-AA42-01A
75 years, female, white
247.0
TCGA-JX-A3Q8-01A
40 years, female, asian
245.8
TCGA-EK-A2RO-01A
59 years, female, american indian or alaska native
234.5
TCGA-VS-A8QC-01A
51 years, female, white
233.3
TCGA-Q1-A73O-01A
37 years, female
229.7
TCGA-VS-A957-01A
64 years, female, white
229.5
TCGA-C5-A7CK-01A
58 years, female, white
225.8
TCGA-C5-A3HF-01A
24 years, female, white
220.5
TCGA-EA-A5FO-01A
59 years, female, white
220.0
TCGA-DR-A0ZL-01A
53 years, female, asian
218.0
TCGA-C5-A0TN-01A
21 years, female, black or african american
217.3
TCGA-C5-A7UH-01A
55 years, female, white
217.2
TCGA-LP-A4AX-01A
45 years, female, asian
213.0
TCGA-C5-A7CJ-01A
42 years, female, white
212.2
TCGA-EX-A1H5-01A
58 years, female, black or african american
210.6
TCGA-C5-A7X5-01A
72 years, female, black or african american
210.2
TCGA-JW-A5VG-01A
35 years, female, american indian or alaska native
209.6
TCGA-EA-A3HR-01A
57 years, female, white
209.6
TCGA-MY-A5BD-01A
62 years, female, white
208.7
TCGA-C5-A1ML-01A
49 years, female, white
208.2
TCGA-EK-A2H0-01A
24 years, female, white
207.4
TCGA-C5-A2LS-01A
37 years, female, white
206.8
TCGA-EA-A1QT-01A
47 years, female, white
205.1
TCGA-EA-A3QD-01A
59 years, female, white
204.5
TCGA-4J-AA1J-01A
31 years, female, white
204.2
TCGA-WL-A834-01A
female, white
201.2
TCGA-EX-A69L-01A
41 years, female, asian
200.1
TCGA-EK-A3GK-01A
33 years, female, white
198.7
TCGA-FU-A2QG-01A
29 years, female, white
198.6
TCGA-C5-A2LT-01A
38 years, female, white
196.4
TCGA-C5-A1BQ-01C
65 years, female, white
196.1
TCGA-VS-A950-01A
42 years, female
195.6
TCGA-EK-A2PM-01A
81 years, female, white
194.3
TCGA-EA-A411-01A
50 years, female, white
194.1
TCGA-C5-A1M5-01A
53 years, female, white
193.4
TCGA-XS-A8TJ-01A
41 years, female, black or african american
192.9
TCGA-FU-A40J-01A
38 years, female, white
189.1
TCGA-C5-A1BE-01B
65 years, female, white
188.9
TCGA-EK-A3GJ-01A
51 years, female, native hawaiian or other pacific islander
188.3
TCGA-EA-A44S-01A
31 years, female, white
185.7
TCGA-VS-A9UM-01A
39 years, female, black or african american
184.6
TCGA-VS-A8EK-01A
65 years, female, white
184.2
TCGA-VS-A9UB-01A
54 years, female
183.5
TCGA-EA-A78R-01A
54 years, female, asian
183.4
TCGA-MY-A913-01A
28 years, female, black or african american
182.5
TCGA-IR-A3LC-01A
40 years, female, white
181.1
TCGA-EK-A2PG-01A
89 years, female, black or african american
180.9
TCGA-VS-A9V5-01A
50 years, female, white
180.8
TCGA-LP-A4AW-01A
52 years, female, asian
179.7
TCGA-Q1-A5R2-01A
64 years, female, white
177.7
TCGA-GH-A9DA-01A
27 years, female, white
177.4
TCGA-EK-A2RC-01A
33 years, female
174.7
TCGA-C5-A8ZZ-01A
41 years, female, white
170.8
TCGA-DS-A0VM-01A
51 years, female, white
170.2
TCGA-Q1-A73R-01A
45 years, female, white
170.1
TCGA-BI-A0VR-01A
53 years, female, white
169.5
TCGA-C5-A2M2-01A
56 years, female, white
169.2
TCGA-C5-A1MN-01A
42 years, female, white
168.9
TCGA-ZJ-A8QQ-01A
24 years, female, white
166.0
TCGA-FU-A23L-01A
60 years, female, white
165.7
TCGA-C5-A1MH-01A
71 years, female, white
165.0
TCGA-EX-A3L1-01A
32 years, female, white
165.0
TCGA-ZJ-AAXU-01A
51 years, female, white
164.2
TCGA-JW-A5VK-01A
43 years, female, black or african american
161.8
TCGA-C5-A1BN-01B
26 years, female, white
161.0
TCGA-VS-A94X-01A
40 years, female, black or african american
159.1
TCGA-IR-A3LI-01A
48 years, female, white
156.4
TCGA-EA-A3HQ-01A
60 years, female, white
155.6
TCGA-DG-A2KH-01A
25 years, female
150.8
TCGA-VS-A9UC-01A
32 years, female
150.2
TCGA-HG-A2PA-01A
38 years, female, white
149.9
TCGA-C5-A1M9-01A
46 years, female, white
149.1
TCGA-DG-A2KK-01A
51 years, female
148.2
TCGA-C5-A7CL-01A
48 years, female, white
147.8
TCGA-MU-A5YI-01A
60 years, female, black or african american
143.7
TCGA-EK-A2R7-01A
45 years, female, white
143.4
TCGA-EK-A2RK-01A
67 years, female, white
143.2
TCGA-IR-A3LH-01A
49 years, female, black or african american
141.1
TCGA-EA-A3Y4-01A
40 years, female, white
141.0
TCGA-C5-A1BL-01A
32 years, female, white
141.0
TCGA-EA-A3HU-01A
43 years, female, white
140.5
TCGA-2W-A8YY-01A
51 years, female, white
140.1
TCGA-DS-A7WH-01A
34 years, female, white
139.5
TCGA-JW-A5VI-01A
45 years, female, american indian or alaska native
138.4
TCGA-DR-A0ZM-01A
61 years, female, white
137.1
TCGA-C5-A8XK-01A
30 years, female, black or african american
136.7
TCGA-DS-A1OC-01A
47 years, female, white
135.5
TCGA-Q1-A73S-01A
33 years, female, white
135.3
TCGA-VS-A9V3-01A
62 years, female, white
134.9
TCGA-EK-A2GZ-01A
64 years, female, black or african american
133.3
TCGA-DS-A7WI-01A
43 years, female, white
128.7
TCGA-DS-A0VL-01A
25 years, female, white
127.9
TCGA-BI-A20A-01A
49 years, female, white
125.2
TCGA-DS-A0VK-01A
46 years, female, white
124.2
TCGA-C5-A7UI-01A
42 years, female, black or african american
123.7
TCGA-HM-A4S6-01A
51 years, female, white
123.6
TCGA-VS-A9U7-01A
30 years, female, white
122.8
TCGA-EK-A2RL-01A
33 years, female, black or african american
120.5
TCGA-JW-A5VL-01A
37 years, female, american indian or alaska native
119.1
TCGA-C5-A7X3-01A
70 years, female, white
115.0
TCGA-Q1-A5R3-01A
56 years, female, white
114.3
TCGA-IR-A3LF-01A
64 years, female, white
113.9
TCGA-EK-A2R8-01A
48 years, female, white
112.6
TCGA-EA-A43B-01A
43 years, female, white
112.5
TCGA-DS-A1OD-01A
49 years, female, white
112.3
TCGA-C5-A8XI-01A
69 years, female, black or african american
112.2
TCGA-RA-A741-01A
34 years, female, white
111.4
TCGA-DS-A1O9-01A
75 years, female, white
110.9
TCGA-C5-A3HD-01B
51 years, female, white
109.6
TCGA-JX-A3PZ-01A
25 years, female, white
108.6
TCGA-C5-A7XC-01A
26 years, female, white
108.0
TCGA-UC-A7PI-01A
45 years, female, white
107.9
TCGA-DG-A2KM-01A
46 years, female
107.8
TCGA-EK-A2RJ-01A
51 years, female, white
106.9
TCGA-HM-A3JK-01A
64 years, female, white
106.3
TCGA-HM-A3JJ-01A
40 years, female, black or african american
105.1
TCGA-EK-A2PK-01A
43 years, female, white
103.4
TCGA-FU-A3EO-01A
55 years, female, white
103.4
TCGA-VS-A958-01A
46 years, female, white
102.6
TCGA-C5-A1ME-01A
41 years, female, white
102.2
TCGA-EA-A6QX-01A
49 years, female, asian
101.0
TCGA-VS-A8EC-01A
55 years, female, white
100.9
TCGA-IR-A3L7-01A
37 years, female, white
99.7
TCGA-VS-A8QA-01A
44 years, female
99.5
TCGA-EA-A4BA-01A
49 years, female, white
99.0
TCGA-C5-A8YR-01A
56 years, female, white
99.0
TCGA-VS-A8EH-01A
56 years, female
97.4
TCGA-VS-A8EI-01A
38 years, female, white
96.9
TCGA-EA-A1QS-01A
46 years, female, white
96.2
TCGA-JW-A5VJ-01A
56 years, female, american indian or alaska native
92.2
TCGA-C5-A8XH-01A
39 years, female, white
88.5
TCGA-Q1-A73P-01A
45 years, female, white
87.4
TCGA-EA-A3HS-01A
35 years, female, white
86.6
TCGA-VS-A9UR-01A
53 years, female, white
84.4
TCGA-EA-A5ZF-01A
56 years, female, asian
82.7
TCGA-C5-A7X8-01A
35 years, female, white
81.2
TCGA-VS-AA62-01A
51 years, female, white
80.6
TCGA-C5-A907-01A
47 years, female, white
79.1
TCGA-EA-A439-01A
50 years, female, asian
79.1
TCGA-IR-A3LK-01A
69 years, female, white
78.7
TCGA-C5-A7CM-01A
35 years, female, white
76.5
TCGA-VS-A9UZ-01A
61 years, female, white
75.3
TCGA-MA-AA3W-01A
54 years, female, white
75.3
TCGA-DS-A7WF-01A
41 years, female
74.4
TCGA-C5-A1BF-01B
46 years, female, white
72.0
TCGA-BI-A0VS-01A
48 years, female, white
71.1
TCGA-VS-A954-01A
67 years, female
68.1
TCGA-VS-A959-01A
76 years, female
67.7
TCGA-LP-A5U2-01A
30 years, female, asian
66.7
TCGA-FU-A57G-01A
49 years, female, white
66.2
TCGA-JW-A852-01A
42 years, female, white
65.5
TCGA-C5-A1MQ-01A
35 years, female, white
64.6
TCGA-C5-A8XJ-01A
74 years, female, white
63.5
TCGA-C5-A8YQ-01A
79 years, female, white
62.1
TCGA-Q1-A73Q-01A
46 years, female, white
58.5
TCGA-UC-A7PF-01A
44 years, female
58.3
TCGA-EK-A2R9-01A
58 years, female, white
57.9
TCGA-FU-A3HZ-01A
64 years, female, white
56.5
TCGA-C5-A8YT-01A
36 years, female, white
54.3
TCGA-VS-A9V2-01A
29 years, female, white
52.5
TCGA-MA-AA41-01A
33 years, female, white
52.3
TCGA-C5-A1MJ-01A
61 years, female, white
52.3
TCGA-C5-A1MI-01A
50 years, female, white
50.9
TCGA-MY-A5BE-01A
42 years, female, black or african american
50.9
TCGA-C5-A3HE-01A
44 years, female, white
49.6
TCGA-EK-A2PI-01A
44 years, female, white
48.3
TCGA-C5-A2LX-01A
54 years, female, white
48.3
TCGA-VS-A9UD-01A
73 years, female, white
48.3
TCGA-VS-A8EB-01A
41 years, female, white
47.5
TCGA-C5-A1MP-01A
34 years, female, black or african american
45.0
TCGA-EX-A69M-01A
62 years, female, white
43.9
TCGA-EX-A8YF-01A
44 years, female, white
43.8
TCGA-VS-A94W-01A
39 years, female, white
43.7
TCGA-VS-A8EJ-01A
60 years, female, white
42.0
TCGA-VS-A8Q9-01A
79 years, female, white
40.1
TCGA-EA-A556-01A
38 years, female, white
38.1
TCGA-FU-A3TX-01A
78 years, female
37.2
TCGA-EK-A3GN-01A
47 years, female, white
36.4
TCGA-VS-A9U6-01A
52 years, female, white
34.4
TCGA-VS-A9UP-01A
43 years, female
32.4
TCGA-C5-A2LY-01A
30 years, female, white
31.6
TCGA-VS-A952-01A
66 years, female, white
31.3
TCGA-EA-A5ZE-01A
54 years, female, asian
30.4
TCGA-C5-A1M6-01A
55 years, female, white
28.1
TCGA-FU-A23K-01A
28 years, female, white
27.0
TCGA-VS-A9UL-01A
79 years, female, white
23.3
TCGA-C5-A902-01A
35 years, female, black or african american
23.0
TCGA-VS-A9V1-01A
46 years, female, white
21.9
TCGA-JW-A69B-01A
44 years, female, white
20.5
TCGA-PN-A8MA-01A
43 years, female, black or african american
18.3
TCGA-JW-A5VH-01A
53 years, female, american indian or alaska native
16.4
TCGA-VS-A9UT-01A
72 years, female, asian
14.4
TCGA-EA-A410-01A
51 years, female, white
14.1
TCGA-C5-A1MF-01A
49 years, female, white
11.8
TCGA-HM-A6W2-01A
35 years, female, black or african american
8.7
TCGA-VS-A8QH-01A
76 years, female, white
8.6
TCGA-VS-A9V0-01A
58 years, female
8.6
TCGA-VS-A9V4-01A
63 years, female, white
7.1
TCGA-VS-A9UO-01A
43 years, female, white
3.5
TCGA-DG-A2KJ-01A
50 years, female
3.2
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.