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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.
198.4 FPKM
204.0 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.
69%
67%
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.
52%
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
220.7
Number of samples
597
Samples
Sample
Description
FPKM
TCGA-D5-6531-01A
75 years, male, white, stage:iia
749.7
TCGA-AG-A002-01A
35 years, male, stage:i
638.1
TCGA-DM-A28C-01A
74 years, male, white, stage:iia
555.8
TCGA-D5-6532-01A
61 years, male, white, stage:iia
513.0
TCGA-D5-6541-01A
49 years, male, white, stage:iia
499.0
TCGA-EI-6510-01A
77 years, female, white
492.2
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv
489.7
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib
478.3
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia
474.3
TCGA-A6-2678-01A
43 years, female, white, stage:iiib
467.5
TCGA-AA-3560-01A
72 years, female, stage:iiic
463.4
TCGA-CI-6622-01A
74 years, male, white, stage:iib
459.3
TCGA-AH-6903-01A
46 years, male, white, stage:iiib
452.3
TCGA-AA-A00O-01A
83 years, female, stage:iiic
452.2
TCGA-AA-3555-01A
81 years, female, stage:iia
447.3
TCGA-AF-6136-01A
72 years, female, white, stage:iiib
438.1
TCGA-D5-5537-01A
83 years, male, white
437.2
TCGA-AG-3599-01A
70 years, male, stage:i
434.7
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib
432.4
TCGA-AA-3511-01A
64 years, male, stage:ii
429.1
TCGA-AA-A01I-01A
76 years, male, stage:i
426.6
TCGA-DM-A28E-01A
72 years, female, white, stage:iia
423.0
TCGA-AA-A01D-01A
47 years, female, stage:iiic
422.4
TCGA-F4-6461-01A
41 years, female, white, stage:iiic
419.6
TCGA-AA-A02Y-01A
73 years, male, stage:i
417.8
TCGA-AA-A01V-01A
59 years, male, stage:i
417.5
TCGA-AF-5654-01A
73 years, female, white, stage:i
399.1
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb
395.1
TCGA-EF-5830-01A
54 years, male, white, stage:iib
392.8
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i
391.4
TCGA-EI-6512-01A
64 years, female, white, stage:iiib
390.9
TCGA-AG-4021-01A
84 years, female, stage:iv
386.3
TCGA-AA-3675-01A
84 years, male, stage:ii
385.4
TCGA-D5-6539-01A
45 years, female, white
383.7
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia
383.7
TCGA-AA-3989-01A
84 years, male, stage:iv
380.7
TCGA-AG-A015-01A
64 years, female, stage:i
379.2
TCGA-AG-A00H-01A
75 years, male, stage:iia
378.4
TCGA-EF-5831-01A
72 years, male, white, stage:iia
378.2
TCGA-AD-6888-01A
73 years, male, white, stage:iiib
375.9
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia
374.3
TCGA-F4-6808-01A
54 years, female, white, stage:i
373.4
TCGA-EI-6513-01A
59 years, male, white, stage:iiib
369.2
TCGA-AA-3680-01A
67 years, female, stage:iv
368.2
TCGA-AA-3851-01A
74 years, male, stage:iia
368.0
TCGA-AG-A00C-01A
49 years, female, stage:iiib
366.6
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i
365.6
TCGA-CM-5864-01A
60 years, male, white, stage:i
365.4
TCGA-CI-6624-01C
53 years, female, white, stage:i
364.9
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic
363.2
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia
361.4
TCGA-CL-4957-01A
79 years, female
360.1
TCGA-DC-6160-01A
68 years, male, white, stage:i
359.7
TCGA-G4-6586-01A
74 years, female, white, stage:iia
359.4
TCGA-AF-2692-01A
54 years, female, white, stage:iia
356.4
TCGA-AG-3742-01A
85 years, female, stage:i
356.3
TCGA-AA-3548-01A
71 years, female, stage:iiic
354.1
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv
353.4
TCGA-A6-2681-01A
73 years, female, white, stage:iia
350.6
TCGA-F4-6854-01A
77 years, female, white, stage:iia
350.0
TCGA-AA-3972-01A
72 years, male, stage:iv
350.0
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia
349.1
TCGA-AA-A00L-01A
66 years, male, stage:iia
347.9
TCGA-AA-A02O-01A
82 years, male, stage:ii
345.1
TCGA-AA-3520-01A
86 years, female, stage:ii
344.9
TCGA-AH-6549-01A
66 years, male, white
344.3
TCGA-CA-6716-01A
65 years, male, asian, stage:iia
344.0
TCGA-AA-A02F-01A
68 years, female, stage:iv
341.8
TCGA-AG-3574-01A
89 years, female, stage:ii
341.5
TCGA-F5-6861-01A
60 years, female, white, stage:iia
340.9
TCGA-F4-6856-01A
45 years, male, white, stage:i
339.7
TCGA-D5-6927-01A
34 years, male, white, stage:iia
339.4
TCGA-AA-3556-01A
78 years, male, stage:i
339.4
TCGA-AA-3519-01A
63 years, male, stage:iii
338.6
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic
338.1
TCGA-AA-A02E-01A
82 years, female, stage:iv
336.5
TCGA-AA-3509-01A
54 years, female, stage:ii
333.1
TCGA-AG-3726-01A
63 years, female, stage:i
332.2
TCGA-A6-6138-01A
61 years, male, white, stage:i
330.6
TCGA-CK-5914-01A
81 years, male, white, stage:iiib
330.3
TCGA-AA-3818-01A
78 years, female, stage:iia
330.1
TCGA-EI-6884-01A
71 years, male, white, stage:iiia
329.1
TCGA-AA-3844-01A
78 years, female, stage:iiic
329.1
TCGA-AD-6889-01A
male, asian, stage:iia
328.5
TCGA-AF-6655-01A
66 years, male, white, stage:iiia
328.2
TCGA-CM-5348-01A
72 years, male, white, stage:iiib
326.6
TCGA-AA-3531-01A
75 years, female, stage:iia
321.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv
320.7
TCGA-F4-6463-01A
51 years, male, white, stage:iia
316.3
TCGA-AA-A01G-01A
63 years, male, stage:iia
315.5
TCGA-DM-A28M-01A
63 years, male, white, stage:iia
314.9
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib
313.9
TCGA-EI-6881-01A
60 years, male, white, stage:iiia
313.4
TCGA-AA-3506-01A
77 years, male, stage:i
312.7
TCGA-AA-A004-01A
76 years, male, stage:iia
311.8
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva
311.1
TCGA-AZ-6599-01A
72 years, male, white, stage:i
309.0
TCGA-G4-6322-01A
65 years, male, white, stage:iiib
308.2
TCGA-CM-6678-01A
63 years, female, white, stage:iva
306.7
TCGA-D5-5538-01A
60 years, female, white, stage:iiib
306.5
TCGA-F4-6806-01A
59 years, female, white, stage:i
306.3
TCGA-G5-6235-01A
72 years, male, white, stage:iiib
304.9
TCGA-G4-6314-01A
76 years, female, white, stage:iv
304.5
TCGA-AA-3530-01A
80 years, male, stage:i
304.3
TCGA-CM-6680-01A
78 years, female, white, stage:iiib
304.0
TCGA-G5-6641-01A
67 years, male, white, stage:iiia
303.9
TCGA-AA-3681-01A
77 years, female, stage:iii
302.8
TCGA-G4-6306-01A
71 years, male, white
300.9
TCGA-AG-3725-01A
90 years, female, stage:iii
299.5
TCGA-DM-A28G-01A
75 years, male, white, stage:iia
299.0
TCGA-AG-3885-01A
71 years, female, stage:iiib
298.4
TCGA-AG-3896-01A
85 years, female, stage:i
298.2
TCGA-G5-6572-01A
56 years, male, white
297.8
TCGA-AG-3593-01A
72 years, female, stage:iia
296.6
TCGA-AG-3592-01A
68 years, male, stage:iia
295.7
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i
295.4
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia
295.2
TCGA-CM-6172-01A
70 years, female, white, stage:iiib
294.9
TCGA-AA-3861-01A
72 years, male, stage:iia
294.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia
294.2
TCGA-AA-A00W-01A
80 years, male, stage:i
292.7
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib
292.6
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia
292.2
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia
292.0
TCGA-AA-3848-01A
82 years, female, stage:iiic
289.9
TCGA-CM-6171-01A
77 years, female, white, stage:i
289.5
TCGA-AZ-4315-01A
61 years, male, white, stage:iia
288.9
TCGA-CK-5912-01A
82 years, male, white, stage:i
288.8
TCGA-AA-3696-01A
75 years, female, stage:iv
288.8
TCGA-AD-6901-01A
78 years, male, white
288.0
TCGA-A6-6140-01A
62 years, male, white, stage:iia
288.0
TCGA-DM-A288-01A
68 years, male, white, stage:iiic
287.6
TCGA-D5-6920-01A
77 years, female, white, stage:iia
287.4
TCGA-A6-6653-01A
82 years, male, white, stage:i
286.3
TCGA-AA-A01X-01A
80 years, female, stage:iii
286.0
TCGA-AA-3518-01A
81 years, female, stage:iia
285.9
TCGA-AH-6544-01A
60 years, male, white
285.9
TCGA-AA-3666-01A
68 years, male, stage:iii
285.8
TCGA-CA-6718-01A
46 years, male, asian, stage:iia
285.1
TCGA-D5-6536-01A
73 years, male, white, stage:iia
284.9
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia
284.8
TCGA-F5-6571-01A
62 years, female, white, stage:iia
284.2
TCGA-AD-6899-01A
84 years, male, white, stage:iiic
284.1
TCGA-D5-6529-01A
69 years, male, white, stage:iia
283.6
TCGA-G4-6294-01A
76 years, male, white, stage:iv
283.4
TCGA-AA-3552-01A
85 years, male, stage:iiic
282.7
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib
280.2
TCGA-D5-6932-01A
69 years, male, white, stage:iia
275.1
TCGA-AA-3956-01A
65 years, male, stage:iia
274.8
TCGA-AA-3815-01A
65 years, female, stage:iia
274.6
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i
273.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib
272.6
TCGA-A6-5666-01A
78 years, male, white, stage:iic
272.0
TCGA-AG-3727-01A
78 years, female, stage:iii
271.8
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic
271.0
TCGA-AG-A016-01A
55 years, male, stage:iv
270.8
TCGA-AG-3901-01A
67 years, female, stage:iiib
269.8
TCGA-AA-3664-01A
74 years, female, stage:ii
268.9
TCGA-AA-A02J-01A
70 years, female, stage:iv
268.9
TCGA-AA-3812-01A
82 years, female, stage:iia
268.8
TCGA-AG-3887-01A
68 years, male, stage:iia
268.6
TCGA-AH-6547-01A
79 years, female, white
267.3
TCGA-D5-6537-01A
64 years, male, white, stage:iiib
264.1
TCGA-AG-3581-01A
63 years, male, stage:i
264.0
TCGA-AA-3655-01A
68 years, male, stage:ii
263.9
TCGA-CI-6620-01A
41 years, female, white, stage:iva
263.7
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia
263.6
TCGA-AD-6965-01A
62 years, male, white, stage:iiic
263.5
TCGA-AA-3494-01A
55 years, male, stage:iv
263.4
TCGA-DM-A282-01A
61 years, female, white, stage:iia
262.7
TCGA-D5-6926-01A
65 years, male, white, stage:iiib
261.7
TCGA-EI-6509-01A
53 years, male, white, stage:iiic
261.5
TCGA-AG-4005-01A
64 years, male, stage:iv
260.4
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia
258.9
TCGA-AA-A00D-01A
70 years, male, stage:i
258.6
TCGA-AA-3510-01A
70 years, male, stage:ii
257.8
TCGA-AA-3971-01A
58 years, male, stage:iii
257.5
TCGA-A6-6142-01A
56 years, female, white, stage:iva
257.4
TCGA-D5-6922-01A
76 years, male, white, stage:iiia
257.2
TCGA-AA-A03J-01A
65 years, female, stage:i
257.1
TCGA-G4-6295-01A
70 years, female, white, stage:ii
256.7
TCGA-AD-6548-01A
81 years, female, white, stage:i
256.7
TCGA-CM-5349-01A
68 years, female, white, stage:iia
255.5
TCGA-AA-3662-01A
80 years, female, stage:iv
255.3
TCGA-AF-6672-01A
43 years, male, white, stage:iv
255.2
TCGA-AH-6897-01A
48 years, male, white, stage:i
254.9
TCGA-AA-3941-01A
84 years, female, stage:iva
253.9
TCGA-CM-4747-01A
47 years, male, white, stage:iva
253.6
TCGA-CA-5797-01A
56 years, male, asian, stage:iia
253.4
TCGA-AY-6197-01A
60 years, male, white, stage:iia
253.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib
252.7
TCGA-CM-5868-01A
59 years, female, white, stage:iva
252.3
TCGA-DC-6683-01A
43 years, male, white, stage:iiib
252.3
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia
252.0
TCGA-AA-3976-01A
70 years, male, stage:iiia
252.0
TCGA-G4-6625-01A
77 years, female, white, stage:iia
251.4
TCGA-AA-3544-01A
68 years, male, stage:i
250.1
TCGA-AZ-6606-01A
81 years, male, white, stage:iv
248.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia
248.8
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib
247.0
TCGA-F5-6863-01A
71 years, female, white, stage:iiib
246.7
TCGA-AU-6004-01A
69 years, female, white, stage:i
244.5
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva
244.1
TCGA-G4-6304-01A
66 years, female, white, stage:iib
243.9
TCGA-EI-6506-01A
78 years, female, white, stage:iia
243.9
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib
243.5
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv
243.4
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic
242.6
TCGA-D5-7000-01A
79 years, female, white, stage:i
242.5
TCGA-AA-A01S-01A
47 years, female, stage:iii
240.9
TCGA-AA-3842-01A
51 years, male, stage:iiia
240.8
TCGA-CM-5861-01A
63 years, female, white, stage:iia
240.6
TCGA-A6-6782-01A
82 years, male, white, stage:iib
239.9
TCGA-AG-A02X-01A
77 years, male, stage:i
238.8
TCGA-D5-5539-01A
60 years, male, white, stage:iiia
238.4
TCGA-AG-3598-01A
69 years, male, stage:iia
238.0
TCGA-AA-A024-01A
81 years, male, stage:ii
237.4
TCGA-AG-A011-01A
80 years, male, stage:iia
237.0
TCGA-AA-3516-01A
74 years, female, stage:iii
236.5
TCGA-AA-3562-01A
82 years, male, stage:iiic
236.4
TCGA-AA-3713-01A
68 years, male, stage:iv
236.0
TCGA-AG-3890-01A
62 years, male, stage:i
235.5
TCGA-A6-2672-01B
82 years, female, white, stage:iiib
235.3
TCGA-A6-3808-01A
73 years, male, white, stage:iia
234.4
TCGA-AZ-6603-01A
77 years, female, white
233.7
TCGA-D5-6898-01A
51 years, female, white, stage:i
233.5
TCGA-A6-2683-01A
57 years, female, white, stage:iv
232.7
TCGA-CM-6166-01A
48 years, female, white, stage:i
232.6
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib
232.1
TCGA-AF-2691-01A
48 years, female, white, stage:i
231.4
TCGA-AA-A01Z-01A
68 years, male, stage:ii
231.0
TCGA-AZ-4682-01B
61 years, male, white, stage:iva
230.5
TCGA-CM-5863-01A
60 years, female, white, stage:iiib
230.3
TCGA-AA-3819-01A
41 years, female, stage:iia
229.9
TCGA-AA-3837-01A
67 years, male, stage:iia
229.7
TCGA-AF-2693-01A
75 years, male, white, stage:i
228.3
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i
227.8
TCGA-G4-6293-01A
49 years, female, white, stage:iii
227.4
TCGA-AF-3911-01A
48 years, male, white, stage:iiic
227.0
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia
226.9
TCGA-F4-6459-01A
61 years, female, white, stage:iiib
224.9
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia
223.5
TCGA-DC-5337-01A
69 years, male, white, stage:i
221.9
TCGA-AA-A00Z-01A
70 years, male, stage:iia
221.9
TCGA-AG-3591-01A
66 years, female, stage:iia
221.9
TCGA-AA-A00N-01A
75 years, male, stage:iib
221.7
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia
221.3
TCGA-AG-4008-01A
63 years, male, stage:iia
221.2
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic
221.1
TCGA-AA-3522-01A
67 years, male, stage:iia
221.0
TCGA-G4-6297-01A
55 years, female, white, stage:iv
220.9
TCGA-AG-3583-01A
66 years, male, stage:iv
220.1
TCGA-AG-A02G-01A
66 years, male, stage:iv
219.5
TCGA-CA-5796-01A
53 years, female, asian, stage:iia
219.2
TCGA-EI-6514-01A
59 years, female, white, stage:iia
219.0
TCGA-AA-3660-01A
51 years, female, stage:ii
218.6
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib
218.4
TCGA-F4-6855-01A
70 years, female, white, stage:iia
218.2
TCGA-AA-3697-01A
77 years, male, stage:ii
217.6
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib
217.1
TCGA-A6-6137-01A
55 years, male, white, stage:iiib
217.1
TCGA-CK-4952-01A
48 years, female, white, stage:iiic
216.8
TCGA-D5-6929-01A
49 years, female, white, stage:iv
216.8
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia
216.8
TCGA-CM-6162-01A
48 years, female, white, stage:iiib
215.9
TCGA-AD-6964-01A
58 years, male, white
215.8
TCGA-EI-6882-01A
59 years, male, white, stage:iia
215.8
TCGA-A6-6648-01A
56 years, male, white, stage:iva
215.3
TCGA-CL-5918-01A
90 years, female, white, stage:iia
214.5
TCGA-AG-A020-01A
57 years, female, stage:iii
214.1
TCGA-A6-5667-01A
40 years, female, white, stage:iiib
213.3
TCGA-A6-3807-01A
53 years, female, white, stage:iiic
213.2
TCGA-AF-4110-01A
77 years, male, white, stage:iva
212.9
TCGA-AZ-4313-01A
51 years, female, white, stage:i
212.2
TCGA-AG-3898-01A
61 years, male, stage:iia
212.1
TCGA-AA-3841-01A
66 years, male, stage:iia
212.0
TCGA-CL-5917-01A
71 years, female, white, stage:iiic
211.7
TCGA-AA-A00U-01A
50 years, male, stage:iiib
210.9
TCGA-CM-6170-01A
73 years, female, white, stage:i
210.4
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva
210.4
TCGA-A6-2675-01A
78 years, male, white, stage:iia
210.3
TCGA-AA-A00J-01A
80 years, male, stage:iiib
210.1
TCGA-F4-6809-01A
52 years, female, white, stage:iva
209.4
TCGA-AG-4001-01A
74 years, female, stage:iia
209.4
TCGA-AA-3877-01A
83 years, female, stage:i
208.7
TCGA-AA-A00F-01A
66 years, male, stage:iiic
208.5
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv
207.9
TCGA-DC-6156-01A
62 years, male, white, stage:iva
207.6
TCGA-AG-4022-01A
59 years, female, stage:ii
207.4
TCGA-AG-3878-01A
64 years, male, stage:i
207.0
TCGA-F5-6813-01A
70 years, male, white, stage:iiic
206.9
TCGA-A6-4107-01A
57 years, female, white, stage:iiib
206.8
TCGA-A6-6649-01A
66 years, male, white, stage:iiib
206.7
TCGA-AA-3532-01A
63 years, male, stage:iia
206.6
TCGA-EI-6883-01A
63 years, male, white, stage:iic
205.9
TCGA-DT-5265-01A
51 years, male, asian, stage:ii
205.8
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia
205.6
TCGA-D5-6924-01A
68 years, male, white, stage:iia
204.3
TCGA-A6-2679-01A
73 years, female, white, stage:iib
204.0
TCGA-CI-6619-01B
41 years, male, white, stage:iv
203.9
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia
202.8
TCGA-CK-6747-01A
87 years, female, white, stage:iia
202.5
TCGA-AA-3869-01A
76 years, male, stage:iv
202.4
TCGA-AA-3854-01A
71 years, female, stage:i
202.1
TCGA-G4-6321-01A
60 years, female, white, stage:iii
202.1
TCGA-AD-6963-01A
58 years, male, white
202.0
TCGA-AG-3587-01A
65 years, male, stage:i
201.8
TCGA-CM-6164-01A
46 years, female, white, stage:iia
201.4
TCGA-G4-6307-01A
37 years, female, white, stage:iiib
201.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia
200.5
TCGA-DC-4745-01A
49 years, female, white, stage:iiib
200.4
TCGA-AG-A036-01A
71 years, male, stage:iii
199.2
TCGA-CK-4948-01B
45 years, female, white, stage:iii
199.1
TCGA-F4-6807-01A
51 years, female, white, stage:iiic
199.1
TCGA-AA-3866-01A
78 years, female, stage:i
198.7
TCGA-AA-A03F-01A
90 years, female, stage:iii
198.0
TCGA-D5-6538-01A
79 years, female, white, stage:iiib
197.9
TCGA-CK-4947-01B
46 years, female, white, stage:iiib
197.8
TCGA-AA-3692-01A
47 years, female, stage:iv
197.6
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic
197.5
TCGA-AG-3580-01A
67 years, male, stage:i
197.0
TCGA-AD-5900-01A
67 years, male, white, stage:i
196.6
TCGA-AH-6643-01A
50 years, male, white, stage:iiic
195.3
TCGA-AG-3582-01A
75 years, male, stage:iv
195.0
TCGA-CK-6748-01A
45 years, female, white, stage:iv
194.9
TCGA-AG-3612-01A
55 years, female, stage:iiib
194.8
TCGA-F5-6465-01A
64 years, female, white, stage:iia
193.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic
193.0
TCGA-AG-3909-01A
69 years, female, stage:iiib
192.6
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i
192.4
TCGA-F5-6464-01A
77 years, female, white, stage:iiic
192.3
TCGA-CM-5862-01A
80 years, male, white, stage:iva
192.0
TCGA-F4-6805-01A
58 years, female, white, stage:iia
191.5
TCGA-AA-A00Q-01A
66 years, female, stage:iiib
191.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia
190.8
TCGA-AD-6890-01A
65 years, male, white
190.8
TCGA-DM-A1D8-01A
50 years, female, white
190.0
TCGA-AA-3538-01A
54 years, female, stage:i
188.4
TCGA-AG-3586-01A
72 years, female, stage:iii
188.0
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic
188.0
TCGA-AA-3667-01A
36 years, female, stage:i
187.9
TCGA-AA-3986-01A
73 years, male, stage:i
187.5
TCGA-AG-3605-01A
85 years, female, stage:iv
186.9
TCGA-AA-A017-01A
57 years, female, stage:iia
186.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia
186.2
TCGA-G5-6233-01A
74 years, male, white
185.9
TCGA-AZ-4614-01A
71 years, female, white, stage:iva
185.7
TCGA-A6-4105-01A
79 years, male, white, stage:iia
185.2
TCGA-AY-4071-01A
63 years, female, white, stage:i
185.1
TCGA-EI-7002-01A
58 years, male, white, stage:iv
184.9
TCGA-AG-3894-01A
65 years, male, stage:iia
184.8
TCGA-AG-3893-01A
74 years, male, stage:iiib
184.1
TCGA-AA-3864-01A
71 years, male, stage:ii
183.7
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib
183.7
TCGA-G4-6317-01A
51 years, female, white, stage:iiic
183.7
TCGA-D5-6540-01A
66 years, male, white, stage:i
183.3
TCGA-CK-5916-01A
71 years, female, white, stage:i
182.9
TCGA-F5-6814-01A
57 years, male, white, stage:iia
182.6
TCGA-AA-3526-01A
57 years, male, stage:i
182.3
TCGA-AA-3502-01A
73 years, male, stage:i
182.2
TCGA-AA-3673-01A
53 years, female, stage:ii
181.9
TCGA-AA-3821-01A
81 years, female, stage:i
181.6
TCGA-AA-3496-01A
83 years, female, stage:ii
181.4
TCGA-AA-3492-01A
90 years, female, stage:ii
181.0
TCGA-F5-6702-01A
71 years, male, white, stage:iva
180.7
TCGA-AA-3856-01A
59 years, male, stage:iia
180.5
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i
180.1
TCGA-AG-A008-01A
50 years, female, stage:i
179.9
TCGA-CA-6719-01A
77 years, male, asian, stage:iia
179.8
TCGA-G4-6627-01A
84 years, male, white, stage:iia
179.4
TCGA-AG-3892-01A
57 years, female, stage:i
178.6
TCGA-CI-6621-01A
63 years, male, white, stage:iiib
178.5
TCGA-AG-3732-01A
78 years, female, stage:i
178.5
TCGA-G4-6310-01A
69 years, male, white, stage:iiib
177.8
TCGA-AG-A01J-01A
59 years, female, stage:iia
177.6
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia
177.4
TCGA-A6-2671-01A
85 years, male, white, stage:iv
177.0
TCGA-AA-3977-01A
65 years, male
176.6
TCGA-CM-4750-01A
34 years, female, white, stage:iiia
176.5
TCGA-AA-3489-01A
75 years, male, stage:ii
176.4
TCGA-AA-3678-01A
60 years, female, stage:iii
176.3
TCGA-D5-6931-01A
77 years, male, white, stage:iiic
176.3
TCGA-AA-A01K-01A
74 years, female, stage:iiic
175.7
TCGA-A6-6654-01A
65 years, female, white, stage:iiib
174.4
TCGA-AA-3517-01A
60 years, male, stage:iia
174.4
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic
174.2
TCGA-DC-6158-01A
70 years, male, white, stage:i
174.2
TCGA-AM-5820-01A
60 years, female, white, stage:iva
174.0
TCGA-AZ-4616-01A
82 years, female, white, stage:iv
173.8
TCGA-AA-3495-01A
79 years, male, stage:i
173.3
TCGA-CM-6677-01A
75 years, female, white, stage:iia
173.0
TCGA-AG-A02N-01A
67 years, male, stage:ii
173.0
TCGA-A6-3810-01A
63 years, male, white, stage:iia
172.9
TCGA-F5-6864-01A
74 years, female, white, stage:iiib
172.9
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib
172.4
TCGA-D5-6923-01A
57 years, male, white, stage:i
171.8
TCGA-AA-3975-01A
80 years, male, stage:i
171.3
TCGA-AA-3833-01A
63 years, female, stage:iia
171.2
TCGA-DC-6682-01A
57 years, male, white, stage:iia
171.1
TCGA-AA-3831-01A
66 years, male, stage:iia
170.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii
170.5
TCGA-AA-A01T-01A
63 years, female, stage:iii
170.4
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii
170.1
TCGA-AG-4007-01A
87 years, male, stage:iv
169.3
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia
168.9
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva
168.9
TCGA-AG-A014-01A
86 years, male, stage:i
168.0
TCGA-AA-3685-01A
69 years, male, stage:ii
168.0
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva
167.7
TCGA-CK-6751-01A
88 years, female, white, stage:i
167.3
TCGA-AA-A00A-01A
80 years, male, stage:iia
167.1
TCGA-CM-5860-01A
44 years, male, white, stage:iia
166.8
TCGA-CM-5344-01A
39 years, female, white, stage:iiib
166.2
TCGA-CM-6674-01A
39 years, male, white, stage:iia
166.0
TCGA-CM-6676-01A
82 years, male, white, stage:i
165.2
TCGA-AA-3688-01A
80 years, male, stage:iv
165.2
TCGA-AA-3947-01A
60 years, female, stage:iib
164.5
TCGA-AA-3811-01A
84 years, female, stage:iii
164.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia
164.3
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv
163.8
TCGA-AA-A02W-01A
73 years, female, stage:i
163.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia
163.4
TCGA-G4-6626-01A
90 years, male, white, stage:iia
163.0
TCGA-AA-3970-01A
65 years, male, stage:iia
163.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib
162.5
TCGA-CM-6679-01A
58 years, male, white, stage:iia
162.1
TCGA-AZ-6598-01A
77 years, female, white, stage:ii
161.3
TCGA-DC-4749-01A
57 years, male, white, stage:i
161.2
TCGA-AA-3846-01A
74 years, female, stage:iia
160.9
TCGA-AG-A025-01A
62 years, female, stage:i
160.7
TCGA-D5-6533-01A
68 years, female, white
160.1
TCGA-AA-A02H-01A
74 years, female, stage:iv
160.1
TCGA-AA-3672-01A
90 years, female, stage:iii
158.8
TCGA-AA-3982-01A
75 years, male, stage:iiib
158.4
TCGA-EI-6917-01A
33 years, male, white, stage:iiia
157.4
TCGA-AZ-6601-01A
68 years, male, white, stage:ii
156.9
TCGA-AA-3955-01A
38 years, male, stage:iiib
156.6
TCGA-A6-2682-01A
70 years, male, white, stage:iv
156.4
TCGA-AA-3488-01A
58 years, male, stage:iv
156.1
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib
155.9
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic
155.7
TCGA-D5-5541-01A
63 years, male, white, stage:iiib
155.6
TCGA-CK-5913-01A
58 years, female, white, stage:iia
155.3
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb
154.9
TCGA-AA-A00K-01A
79 years, male, stage:iia
154.4
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv
154.3
TCGA-AA-3867-01A
74 years, male, stage:iv
153.9
TCGA-AA-3855-01A
72 years, male, stage:i
153.9
TCGA-AA-3858-01A
67 years, male, stage:i
153.2
TCGA-AA-3952-01A
68 years, male, stage:iiic
153.1
TCGA-AG-3578-01A
76 years, female, stage:iia
152.5
TCGA-AG-3611-01A
72 years, male, stage:iia
152.3
TCGA-CM-6161-01A
36 years, female, white, stage:i
151.4
TCGA-AG-A00Y-01A
68 years, male, stage:iia
151.3
TCGA-EI-7004-01A
37 years, female, white
151.0
TCGA-AA-3543-01A
84 years, male, stage:i
150.4
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic
149.9
TCGA-AA-3979-01A
84 years, male, stage:iia
149.8
TCGA-DC-6154-01A
57 years, female, white, stage:iva
149.3
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib
148.9
TCGA-AA-3549-01A
69 years, male, stage:i
148.7
TCGA-CK-4951-01A
79 years, female, white, stage:iia
148.6
TCGA-AA-3860-01A
53 years, female, stage:iiib
147.4
TCGA-CM-6163-01A
74 years, male, white, stage:i
146.8
TCGA-CI-6623-01B
44 years, male, white, stage:i
146.5
TCGA-AA-3534-01A
78 years, female, stage:iia
146.0
TCGA-AG-3728-01A
73 years, male, stage:iiib
145.9
TCGA-D5-6535-01A
80 years, female, white, stage:iiib
145.8
TCGA-AA-3525-01A
90 years, male, stage:iiib
145.5
TCGA-D5-6930-01A
67 years, male, white, stage:iia
144.8
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia
144.6
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic
144.2
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia
144.1
TCGA-EI-6511-01A
52 years, male, white, stage:iiib
143.7
TCGA-AH-6644-01A
73 years, male, white
143.5
TCGA-EI-6508-01A
48 years, female, white, stage:iiib
143.2
TCGA-AA-3870-01A
71 years, female, stage:iv
143.1
TCGA-DM-A285-01A
71 years, female, white, stage:iv
142.9
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib
142.7
TCGA-AG-A026-01A
66 years, male, stage:ii
141.7
TCGA-CA-5255-01A
45 years, male, asian, stage:iia
141.3
TCGA-AA-A010-01A
46 years, female, stage:iib
141.1
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib
141.0
TCGA-D5-6534-01A
62 years, female, white, stage:iia
140.5
TCGA-AG-3731-01A
65 years, male, stage:iv
140.4
TCGA-AA-3514-01A
81 years, female, stage:i
139.8
TCGA-AA-3679-01A
59 years, male, stage:iv
139.6
TCGA-AA-A00R-01A
64 years, female, stage:i
139.2
TCGA-F4-6703-01A
64 years, male, white, stage:iia
138.8
TCGA-AG-A01N-01A
68 years, female, stage:iv
138.1
TCGA-G4-6311-01A
80 years, male, white, stage:iii
138.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i
137.6
TCGA-AF-3400-01A
54 years, male, white, stage:iia
137.5
TCGA-AA-3968-01A
55 years, female, stage:i
137.5
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib
136.7
TCGA-F5-6812-01A
67 years, male, white, stage:iia
136.4
TCGA-AA-A01F-01A
72 years, male, stage:iiib
135.3
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i
135.0
TCGA-AA-3554-01A
62 years, female, stage:iia
134.1
TCGA-AA-A02R-01A
84 years, female, stage:iia
133.2
TCGA-G4-6320-01A
73 years, male, white, stage:iii
132.1
TCGA-AG-3608-01A
79 years, female, stage:iia
132.0
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic
130.7
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia
130.5
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib
129.4
TCGA-F4-6569-01A
60 years, male, white, stage:i
129.1
TCGA-AA-3973-01A
69 years, male, stage:iv
129.1
TCGA-AG-3902-01A
61 years, male, stage:iia
128.6
TCGA-AA-3875-01A
78 years, female, stage:i
128.1
TCGA-AA-3663-01A
42 years, male, stage:ii
127.2
TCGA-AU-3779-01A
80 years, female, white, stage:iia
126.6
TCGA-BM-6198-01A
73 years, male, white, stage:iiib
126.4
TCGA-DC-6681-01A
70 years, female, white, stage:iva
126.4
TCGA-CM-4751-01A
62 years, male, white, stage:iiib
126.1
TCGA-AA-3994-01A
69 years, male, stage:iiib
125.6
TCGA-AA-3524-01A
85 years, male, stage:ii
124.2
TCGA-A6-5665-01A
84 years, female, white, stage:iia
123.9
TCGA-AZ-4684-01A
50 years, male, white, stage:iva
122.9
TCGA-EI-6885-01A
57 years, female, white, stage:iv
122.9
TCGA-A6-5659-01A
82 years, male, white, stage:i
121.6
TCGA-A6-5662-01A
46 years, male, white, stage:iva
121.5
TCGA-AG-A032-01A
68 years, male, stage:iiib
121.2
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia
120.9
TCGA-CM-4743-01A
69 years, male, white, stage:iia
120.4
TCGA-AA-3949-01A
87 years, female, stage:iiib
120.2
TCGA-D5-6928-01A
80 years, male, white, stage:iia
120.2
TCGA-WS-AB45-01A
female, black or african american, stage:iia
118.8
TCGA-CA-5256-01A
54 years, female, asian, stage:iia
118.7
TCGA-A6-3809-01A
71 years, female, white, stage:iib
117.8
TCGA-AG-3882-01A
66 years, female, stage:i
117.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia
117.7
TCGA-F5-6811-01A
72 years, female, white, stage:iia
116.6
TCGA-AG-3883-01A
69 years, male, stage:i
115.9
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib
115.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia
114.9
TCGA-AA-3862-01A
82 years, male, stage:iia
114.6
TCGA-F4-6570-01A
78 years, female, white, stage:iia
114.1
TCGA-CM-4744-01A
69 years, male, white, stage:i
113.3
TCGA-AD-6895-01A
84 years, male, white, stage:iiib
112.3
TCGA-DM-A28K-01A
75 years, male, white, stage:iia
111.9
TCGA-F4-6460-01A
51 years, female, white, stage:iiib
111.8
TCGA-AG-3600-01A
62 years, male, stage:iiic
111.8
TCGA-AA-3930-01A
66 years, male, stage:iv
111.2
TCGA-AG-3609-01A
65 years, female, stage:iiic
110.3
TCGA-D5-6530-01A
53 years, male, white, stage:i
109.3
TCGA-AA-3715-01A
77 years, male, stage:ii
108.9
TCGA-AM-5821-01A
68 years, female, white, stage:iia
108.6
TCGA-AA-3553-01A
61 years, female, stage:i
108.0
TCGA-AA-3939-01A
83 years, male, stage:iia
107.9
TCGA-EI-6507-01A
60 years, male, white, stage:iia
107.1
TCGA-AA-3966-01A
89 years, female, stage:iia
107.0
TCGA-AF-2687-01A
57 years, male, white, stage:iiic
105.7
TCGA-AG-A023-01A
62 years, female, stage:iv
105.2
TCGA-AA-3950-01A
79 years, female, stage:iia
104.9
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic
103.5
TCGA-AA-A029-01A
67 years, male, stage:ii
102.1
TCGA-G4-6588-01A
58 years, female, white, stage:iia
100.4
TCGA-AA-3710-01A
80 years, female, stage:iia
99.5
TCGA-AZ-6607-01A
69 years, male, white, stage:iv
99.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii
98.5
TCGA-AG-3584-01A
60 years, male, stage:iv
98.4
TCGA-AG-3999-01A
61 years, female, stage:iiic
97.9
TCGA-G4-6303-01A
54 years, female, white, stage:iv
97.7
TCGA-AA-3980-01A
89 years, female, stage:i
97.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic
96.7
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia
96.0
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia
95.5
TCGA-AG-3594-01A
77 years, male, stage:iia
94.2
TCGA-AA-A02K-01A
50 years, male, stage:iv
92.8
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic
89.0
TCGA-D5-5540-01A
73 years, male, white, stage:iia
88.9
TCGA-G4-6302-01A
90 years, female, white, stage:iia
88.8
TCGA-A6-2676-01A
75 years, female, white, stage:iib
88.0
TCGA-A6-2684-01C
75 years, female, white, stage:i
87.8
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib
87.4
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic
84.7
TCGA-AZ-4323-01A
37 years, male, white, stage:iv
83.6
TCGA-G4-6299-01A
69 years, male, white, stage:iiic
82.5
TCGA-AA-3561-01A
72 years, male, stage:iia
82.1
TCGA-G4-6628-01A
78 years, male, white, stage:i
81.3
TCGA-AF-2690-01A
77 years, female, white, stage:iiic
80.8
TCGA-DC-6155-01A
31 years, female, white, stage:iiia
79.4
TCGA-AA-3542-01A
69 years, male, stage:iiic
78.9
TCGA-AA-A01P-01A
80 years, female, stage:iii
78.2
TCGA-A6-2686-01A
81 years, female, white, stage:iia
77.3
TCGA-AG-3881-01A
83 years, female, stage:iia
76.9
TCGA-AA-A00E-01A
65 years, male, stage:iia
75.3
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic
68.5
TCGA-AA-A01R-01A
47 years, male, stage:iii
68.0
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia
67.9
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia
66.7
TCGA-A6-2674-01A
72 years, male, white, stage:iv
65.4
TCGA-CM-5341-01A
82 years, female, white, stage:iiia
57.0
TCGA-A6-2677-01B
68 years, female, white, stage:iiic
52.9
TCGA-A6-5656-01B
74 years, male, white, stage:i
52.4
TCGA-AG-3575-01A
51 years, male, stage:ii
48.0
TCGA-A6-6781-01B
43 years, male, white, stage:iiic
29.1
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
164.5 FPKM
202.7 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%
67%
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.
54%
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
219.9
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-D5-6531-01A
75 years, male, white, stage:iia
749.7
TCGA-DM-A28C-01A
74 years, male, white, stage:iia
555.8
TCGA-D5-6532-01A
61 years, male, white, stage:iia
513.0
TCGA-D5-6541-01A
49 years, male, white, stage:iia
499.0
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv
489.7
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib
478.3
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia
474.3
TCGA-A6-2678-01A
43 years, female, white, stage:iiib
467.5
TCGA-AA-3560-01A
72 years, female, stage:iiic
463.4
TCGA-AA-A00O-01A
83 years, female, stage:iiic
452.2
TCGA-AA-3555-01A
81 years, female, stage:iia
447.3
TCGA-D5-5537-01A
83 years, male, white
437.2
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib
432.4
TCGA-AA-3511-01A
64 years, male, stage:ii
429.1
TCGA-AA-A01I-01A
76 years, male, stage:i
426.6
TCGA-DM-A28E-01A
72 years, female, white, stage:iia
423.0
TCGA-AA-A01D-01A
47 years, female, stage:iiic
422.4
TCGA-F4-6461-01A
41 years, female, white, stage:iiic
419.6
TCGA-AA-A02Y-01A
73 years, male, stage:i
417.8
TCGA-AA-A01V-01A
59 years, male, stage:i
417.5
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb
395.1
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i
391.4
TCGA-AA-3675-01A
84 years, male, stage:ii
385.4
TCGA-D5-6539-01A
45 years, female, white
383.7
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia
383.7
TCGA-AA-3989-01A
84 years, male, stage:iv
380.7
TCGA-AD-6888-01A
73 years, male, white, stage:iiib
375.9
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia
374.3
TCGA-F4-6808-01A
54 years, female, white, stage:i
373.4
TCGA-AA-3680-01A
67 years, female, stage:iv
368.2
TCGA-AA-3851-01A
74 years, male, stage:iia
368.0
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i
365.6
TCGA-CM-5864-01A
60 years, male, white, stage:i
365.4
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic
363.2
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia
361.4
TCGA-G4-6586-01A
74 years, female, white, stage:iia
359.4
TCGA-AA-3548-01A
71 years, female, stage:iiic
354.1
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv
353.4
TCGA-A6-2681-01A
73 years, female, white, stage:iia
350.6
TCGA-F4-6854-01A
77 years, female, white, stage:iia
350.0
TCGA-AA-3972-01A
72 years, male, stage:iv
350.0
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia
349.1
TCGA-AA-A00L-01A
66 years, male, stage:iia
347.9
TCGA-AA-A02O-01A
82 years, male, stage:ii
345.1
TCGA-AA-3520-01A
86 years, female, stage:ii
344.9
TCGA-CA-6716-01A
65 years, male, asian, stage:iia
344.0
TCGA-AA-A02F-01A
68 years, female, stage:iv
341.8
TCGA-F4-6856-01A
45 years, male, white, stage:i
339.7
TCGA-D5-6927-01A
34 years, male, white, stage:iia
339.4
TCGA-AA-3556-01A
78 years, male, stage:i
339.4
TCGA-AA-3519-01A
63 years, male, stage:iii
338.6
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic
338.1
TCGA-AA-A02E-01A
82 years, female, stage:iv
336.5
TCGA-AA-3509-01A
54 years, female, stage:ii
333.1
TCGA-A6-6138-01A
61 years, male, white, stage:i
330.6
TCGA-CK-5914-01A
81 years, male, white, stage:iiib
330.3
TCGA-AA-3818-01A
78 years, female, stage:iia
330.1
TCGA-AA-3844-01A
78 years, female, stage:iiic
329.1
TCGA-AD-6889-01A
male, asian, stage:iia
328.5
TCGA-CM-5348-01A
72 years, male, white, stage:iiib
326.6
TCGA-AA-3531-01A
75 years, female, stage:iia
321.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv
320.7
TCGA-F4-6463-01A
51 years, male, white, stage:iia
316.3
TCGA-AA-A01G-01A
63 years, male, stage:iia
315.5
TCGA-DM-A28M-01A
63 years, male, white, stage:iia
314.9
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib
313.9
TCGA-AA-3506-01A
77 years, male, stage:i
312.7
TCGA-AA-A004-01A
76 years, male, stage:iia
311.8
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva
311.1
TCGA-AZ-6599-01A
72 years, male, white, stage:i
309.0
TCGA-G4-6322-01A
65 years, male, white, stage:iiib
308.2
TCGA-CM-6678-01A
63 years, female, white, stage:iva
306.7
TCGA-D5-5538-01A
60 years, female, white, stage:iiib
306.5
TCGA-F4-6806-01A
59 years, female, white, stage:i
306.3
TCGA-G4-6314-01A
76 years, female, white, stage:iv
304.5
TCGA-AA-3530-01A
80 years, male, stage:i
304.3
TCGA-CM-6680-01A
78 years, female, white, stage:iiib
304.0
TCGA-AA-3681-01A
77 years, female, stage:iii
302.8
TCGA-G4-6306-01A
71 years, male, white
300.9
TCGA-DM-A28G-01A
75 years, male, white, stage:iia
299.0
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i
295.4
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia
295.2
TCGA-CM-6172-01A
70 years, female, white, stage:iiib
294.9
TCGA-AA-3861-01A
72 years, male, stage:iia
294.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia
294.2
TCGA-AA-A00W-01A
80 years, male, stage:i
292.7
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib
292.6
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia
292.2
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia
292.0
TCGA-AA-3848-01A
82 years, female, stage:iiic
289.9
TCGA-CM-6171-01A
77 years, female, white, stage:i
289.5
TCGA-AZ-4315-01A
61 years, male, white, stage:iia
288.9
TCGA-CK-5912-01A
82 years, male, white, stage:i
288.8
TCGA-AA-3696-01A
75 years, female, stage:iv
288.8
TCGA-AD-6901-01A
78 years, male, white
288.0
TCGA-A6-6140-01A
62 years, male, white, stage:iia
288.0
TCGA-DM-A288-01A
68 years, male, white, stage:iiic
287.6
TCGA-D5-6920-01A
77 years, female, white, stage:iia
287.4
TCGA-A6-6653-01A
82 years, male, white, stage:i
286.3
TCGA-AA-A01X-01A
80 years, female, stage:iii
286.0
TCGA-AA-3518-01A
81 years, female, stage:iia
285.9
TCGA-AA-3666-01A
68 years, male, stage:iii
285.8
TCGA-CA-6718-01A
46 years, male, asian, stage:iia
285.1
TCGA-D5-6536-01A
73 years, male, white, stage:iia
284.9
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia
284.8
TCGA-AD-6899-01A
84 years, male, white, stage:iiic
284.1
TCGA-D5-6529-01A
69 years, male, white, stage:iia
283.6
TCGA-G4-6294-01A
76 years, male, white, stage:iv
283.4
TCGA-AA-3552-01A
85 years, male, stage:iiic
282.7
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib
280.2
TCGA-D5-6932-01A
69 years, male, white, stage:iia
275.1
TCGA-AA-3956-01A
65 years, male, stage:iia
274.8
TCGA-AA-3815-01A
65 years, female, stage:iia
274.6
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i
273.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib
272.6
TCGA-A6-5666-01A
78 years, male, white, stage:iic
272.0
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic
271.0
TCGA-AA-3664-01A
74 years, female, stage:ii
268.9
TCGA-AA-A02J-01A
70 years, female, stage:iv
268.9
TCGA-AA-3812-01A
82 years, female, stage:iia
268.8
TCGA-D5-6537-01A
64 years, male, white, stage:iiib
264.1
TCGA-AA-3655-01A
68 years, male, stage:ii
263.9
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia
263.6
TCGA-AD-6965-01A
62 years, male, white, stage:iiic
263.5
TCGA-AA-3494-01A
55 years, male, stage:iv
263.4
TCGA-DM-A282-01A
61 years, female, white, stage:iia
262.7
TCGA-D5-6926-01A
65 years, male, white, stage:iiib
261.7
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia
258.9
TCGA-AA-A00D-01A
70 years, male, stage:i
258.6
TCGA-AA-3510-01A
70 years, male, stage:ii
257.8
TCGA-AA-3971-01A
58 years, male, stage:iii
257.5
TCGA-A6-6142-01A
56 years, female, white, stage:iva
257.4
TCGA-D5-6922-01A
76 years, male, white, stage:iiia
257.2
TCGA-AA-A03J-01A
65 years, female, stage:i
257.1
TCGA-G4-6295-01A
70 years, female, white, stage:ii
256.7
TCGA-AD-6548-01A
81 years, female, white, stage:i
256.7
TCGA-CM-5349-01A
68 years, female, white, stage:iia
255.5
TCGA-AA-3662-01A
80 years, female, stage:iv
255.3
TCGA-AA-3941-01A
84 years, female, stage:iva
253.9
TCGA-CM-4747-01A
47 years, male, white, stage:iva
253.6
TCGA-CA-5797-01A
56 years, male, asian, stage:iia
253.4
TCGA-AY-6197-01A
60 years, male, white, stage:iia
253.2
TCGA-CM-4748-01A
53 years, male, white, stage:iiib
252.7
TCGA-CM-5868-01A
59 years, female, white, stage:iva
252.3
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia
252.0
TCGA-AA-3976-01A
70 years, male, stage:iiia
252.0
TCGA-G4-6625-01A
77 years, female, white, stage:iia
251.4
TCGA-AA-3544-01A
68 years, male, stage:i
250.1
TCGA-AZ-6606-01A
81 years, male, white, stage:iv
248.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia
248.8
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib
247.0
TCGA-AU-6004-01A
69 years, female, white, stage:i
244.5
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva
244.1
TCGA-G4-6304-01A
66 years, female, white, stage:iib
243.9
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib
243.5
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic
242.6
TCGA-D5-7000-01A
79 years, female, white, stage:i
242.5
TCGA-AA-A01S-01A
47 years, female, stage:iii
240.9
TCGA-AA-3842-01A
51 years, male, stage:iiia
240.8
TCGA-CM-5861-01A
63 years, female, white, stage:iia
240.6
TCGA-A6-6782-01A
82 years, male, white, stage:iib
239.9
TCGA-D5-5539-01A
60 years, male, white, stage:iiia
238.4
TCGA-AA-A024-01A
81 years, male, stage:ii
237.4
TCGA-AA-3516-01A
74 years, female, stage:iii
236.5
TCGA-AA-3562-01A
82 years, male, stage:iiic
236.4
TCGA-AA-3713-01A
68 years, male, stage:iv
236.0
TCGA-A6-2672-01B
82 years, female, white, stage:iiib
235.3
TCGA-A6-3808-01A
73 years, male, white, stage:iia
234.4
TCGA-AZ-6603-01A
77 years, female, white
233.7
TCGA-D5-6898-01A
51 years, female, white, stage:i
233.5
TCGA-A6-2683-01A
57 years, female, white, stage:iv
232.7
TCGA-CM-6166-01A
48 years, female, white, stage:i
232.6
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib
232.1
TCGA-AA-A01Z-01A
68 years, male, stage:ii
231.0
TCGA-AZ-4682-01B
61 years, male, white, stage:iva
230.5
TCGA-CM-5863-01A
60 years, female, white, stage:iiib
230.3
TCGA-AA-3819-01A
41 years, female, stage:iia
229.9
TCGA-AA-3837-01A
67 years, male, stage:iia
229.7
TCGA-G4-6293-01A
49 years, female, white, stage:iii
227.4
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia
226.9
TCGA-F4-6459-01A
61 years, female, white, stage:iiib
224.9
TCGA-AA-A00Z-01A
70 years, male, stage:iia
221.9
TCGA-AA-A00N-01A
75 years, male, stage:iib
221.7
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia
221.3
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic
221.1
TCGA-AA-3522-01A
67 years, male, stage:iia
221.0
TCGA-G4-6297-01A
55 years, female, white, stage:iv
220.9
TCGA-CA-5796-01A
53 years, female, asian, stage:iia
219.2
TCGA-AA-3660-01A
51 years, female, stage:ii
218.6
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib
218.4
TCGA-F4-6855-01A
70 years, female, white, stage:iia
218.2
TCGA-AA-3697-01A
77 years, male, stage:ii
217.6
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib
217.1
TCGA-A6-6137-01A
55 years, male, white, stage:iiib
217.1
TCGA-CK-4952-01A
48 years, female, white, stage:iiic
216.8
TCGA-D5-6929-01A
49 years, female, white, stage:iv
216.8
TCGA-CM-6162-01A
48 years, female, white, stage:iiib
215.9
TCGA-AD-6964-01A
58 years, male, white
215.8
TCGA-A6-6648-01A
56 years, male, white, stage:iva
215.3
TCGA-A6-5667-01A
40 years, female, white, stage:iiib
213.3
TCGA-A6-3807-01A
53 years, female, white, stage:iiic
213.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i
212.2
TCGA-AA-3841-01A
66 years, male, stage:iia
212.0
TCGA-AA-A00U-01A
50 years, male, stage:iiib
210.9
TCGA-CM-6170-01A
73 years, female, white, stage:i
210.4
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva
210.4
TCGA-A6-2675-01A
78 years, male, white, stage:iia
210.3
TCGA-AA-A00J-01A
80 years, male, stage:iiib
210.1
TCGA-F4-6809-01A
52 years, female, white, stage:iva
209.4
TCGA-AA-3877-01A
83 years, female, stage:i
208.7
TCGA-AA-A00F-01A
66 years, male, stage:iiic
208.5
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv
207.9
TCGA-A6-4107-01A
57 years, female, white, stage:iiib
206.8
TCGA-A6-6649-01A
66 years, male, white, stage:iiib
206.7
TCGA-AA-3532-01A
63 years, male, stage:iia
206.6
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia
205.6
TCGA-D5-6924-01A
68 years, male, white, stage:iia
204.3
TCGA-A6-2679-01A
73 years, female, white, stage:iib
204.0
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia
202.8
TCGA-CK-6747-01A
87 years, female, white, stage:iia
202.5
TCGA-AA-3869-01A
76 years, male, stage:iv
202.4
TCGA-AA-3854-01A
71 years, female, stage:i
202.1
TCGA-G4-6321-01A
60 years, female, white, stage:iii
202.1
TCGA-AD-6963-01A
58 years, male, white
202.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia
201.4
TCGA-G4-6307-01A
37 years, female, white, stage:iiib
201.3
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia
200.5
TCGA-CK-4948-01B
45 years, female, white, stage:iii
199.1
TCGA-F4-6807-01A
51 years, female, white, stage:iiic
199.1
TCGA-AA-3866-01A
78 years, female, stage:i
198.7
TCGA-AA-A03F-01A
90 years, female, stage:iii
198.0
TCGA-D5-6538-01A
79 years, female, white, stage:iiib
197.9
TCGA-CK-4947-01B
46 years, female, white, stage:iiib
197.8
TCGA-AA-3692-01A
47 years, female, stage:iv
197.6
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic
197.5
TCGA-AD-5900-01A
67 years, male, white, stage:i
196.6
TCGA-CK-6748-01A
45 years, female, white, stage:iv
194.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic
193.0
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i
192.4
TCGA-CM-5862-01A
80 years, male, white, stage:iva
192.0
TCGA-F4-6805-01A
58 years, female, white, stage:iia
191.5
TCGA-AA-A00Q-01A
66 years, female, stage:iiib
191.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia
190.8
TCGA-AD-6890-01A
65 years, male, white
190.8
TCGA-DM-A1D8-01A
50 years, female, white
190.0
TCGA-AA-3538-01A
54 years, female, stage:i
188.4
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic
188.0
TCGA-AA-3667-01A
36 years, female, stage:i
187.9
TCGA-AA-3986-01A
73 years, male, stage:i
187.5
TCGA-AA-A017-01A
57 years, female, stage:iia
186.8
TCGA-AA-A01C-01A
75 years, male, stage:iiia
186.2
TCGA-AZ-4614-01A
71 years, female, white, stage:iva
185.7
TCGA-A6-4105-01A
79 years, male, white, stage:iia
185.2
TCGA-AY-4071-01A
63 years, female, white, stage:i
185.1
TCGA-AA-3864-01A
71 years, male, stage:ii
183.7
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib
183.7
TCGA-G4-6317-01A
51 years, female, white, stage:iiic
183.7
TCGA-D5-6540-01A
66 years, male, white, stage:i
183.3
TCGA-CK-5916-01A
71 years, female, white, stage:i
182.9
TCGA-AA-3526-01A
57 years, male, stage:i
182.3
TCGA-AA-3502-01A
73 years, male, stage:i
182.2
TCGA-AA-3673-01A
53 years, female, stage:ii
181.9
TCGA-AA-3821-01A
81 years, female, stage:i
181.6
TCGA-AA-3496-01A
83 years, female, stage:ii
181.4
TCGA-AA-3492-01A
90 years, female, stage:ii
181.0
TCGA-AA-3856-01A
59 years, male, stage:iia
180.5
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i
180.1
TCGA-CA-6719-01A
77 years, male, asian, stage:iia
179.8
TCGA-G4-6627-01A
84 years, male, white, stage:iia
179.4
TCGA-G4-6310-01A
69 years, male, white, stage:iiib
177.8
TCGA-A6-2671-01A
85 years, male, white, stage:iv
177.0
TCGA-AA-3977-01A
65 years, male
176.6
TCGA-CM-4750-01A
34 years, female, white, stage:iiia
176.5
TCGA-AA-3489-01A
75 years, male, stage:ii
176.4
TCGA-AA-3678-01A
60 years, female, stage:iii
176.3
TCGA-D5-6931-01A
77 years, male, white, stage:iiic
176.3
TCGA-AA-A01K-01A
74 years, female, stage:iiic
175.7
TCGA-A6-6654-01A
65 years, female, white, stage:iiib
174.4
TCGA-AA-3517-01A
60 years, male, stage:iia
174.4
TCGA-AM-5820-01A
60 years, female, white, stage:iva
174.0
TCGA-AZ-4616-01A
82 years, female, white, stage:iv
173.8
TCGA-AA-3495-01A
79 years, male, stage:i
173.3
TCGA-CM-6677-01A
75 years, female, white, stage:iia
173.0
TCGA-A6-3810-01A
63 years, male, white, stage:iia
172.9
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib
172.4
TCGA-D5-6923-01A
57 years, male, white, stage:i
171.8
TCGA-AA-3975-01A
80 years, male, stage:i
171.3
TCGA-AA-3833-01A
63 years, female, stage:iia
171.2
TCGA-AA-3831-01A
66 years, male, stage:iia
170.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii
170.5
TCGA-AA-A01T-01A
63 years, female, stage:iii
170.4
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii
170.1
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia
168.9
TCGA-AA-3685-01A
69 years, male, stage:ii
168.0
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva
167.7
TCGA-CK-6751-01A
88 years, female, white, stage:i
167.3
TCGA-AA-A00A-01A
80 years, male, stage:iia
167.1
TCGA-CM-5860-01A
44 years, male, white, stage:iia
166.8
TCGA-CM-5344-01A
39 years, female, white, stage:iiib
166.2
TCGA-CM-6674-01A
39 years, male, white, stage:iia
166.0
TCGA-CM-6676-01A
82 years, male, white, stage:i
165.2
TCGA-AA-3688-01A
80 years, male, stage:iv
165.2
TCGA-AA-3947-01A
60 years, female, stage:iib
164.5
TCGA-AA-3811-01A
84 years, female, stage:iii
164.5
TCGA-CA-6717-01A
57 years, male, asian, stage:iia
164.3
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv
163.8
TCGA-AA-A02W-01A
73 years, female, stage:i
163.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia
163.4
TCGA-G4-6626-01A
90 years, male, white, stage:iia
163.0
TCGA-AA-3970-01A
65 years, male, stage:iia
163.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib
162.5
TCGA-CM-6679-01A
58 years, male, white, stage:iia
162.1
TCGA-AZ-6598-01A
77 years, female, white, stage:ii
161.3
TCGA-AA-3846-01A
74 years, female, stage:iia
160.9
TCGA-D5-6533-01A
68 years, female, white
160.1
TCGA-AA-A02H-01A
74 years, female, stage:iv
160.1
TCGA-AA-3672-01A
90 years, female, stage:iii
158.8
TCGA-AA-3982-01A
75 years, male, stage:iiib
158.4
TCGA-AZ-6601-01A
68 years, male, white, stage:ii
156.9
TCGA-AA-3955-01A
38 years, male, stage:iiib
156.6
TCGA-A6-2682-01A
70 years, male, white, stage:iv
156.4
TCGA-AA-3488-01A
58 years, male, stage:iv
156.1
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic
155.7
TCGA-D5-5541-01A
63 years, male, white, stage:iiib
155.6
TCGA-CK-5913-01A
58 years, female, white, stage:iia
155.3
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb
154.9
TCGA-AA-A00K-01A
79 years, male, stage:iia
154.4
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv
154.3
TCGA-AA-3867-01A
74 years, male, stage:iv
153.9
TCGA-AA-3855-01A
72 years, male, stage:i
153.9
TCGA-AA-3858-01A
67 years, male, stage:i
153.2
TCGA-AA-3952-01A
68 years, male, stage:iiic
153.1
TCGA-CM-6161-01A
36 years, female, white, stage:i
151.4
TCGA-AA-3543-01A
84 years, male, stage:i
150.4
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic
149.9
TCGA-AA-3979-01A
84 years, male, stage:iia
149.8
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib
148.9
TCGA-AA-3549-01A
69 years, male, stage:i
148.7
TCGA-CK-4951-01A
79 years, female, white, stage:iia
148.6
TCGA-AA-3860-01A
53 years, female, stage:iiib
147.4
TCGA-CM-6163-01A
74 years, male, white, stage:i
146.8
TCGA-AA-3534-01A
78 years, female, stage:iia
146.0
TCGA-D5-6535-01A
80 years, female, white, stage:iiib
145.8
TCGA-AA-3525-01A
90 years, male, stage:iiib
145.5
TCGA-D5-6930-01A
67 years, male, white, stage:iia
144.8
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia
144.6
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic
144.2
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia
144.1
TCGA-AA-3870-01A
71 years, female, stage:iv
143.1
TCGA-DM-A285-01A
71 years, female, white, stage:iv
142.9
TCGA-CA-5255-01A
45 years, male, asian, stage:iia
141.3
TCGA-AA-A010-01A
46 years, female, stage:iib
141.1
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib
141.0
TCGA-D5-6534-01A
62 years, female, white, stage:iia
140.5
TCGA-AA-3514-01A
81 years, female, stage:i
139.8
TCGA-AA-3679-01A
59 years, male, stage:iv
139.6
TCGA-AA-A00R-01A
64 years, female, stage:i
139.2
TCGA-F4-6703-01A
64 years, male, white, stage:iia
138.8
TCGA-G4-6311-01A
80 years, male, white, stage:iii
138.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i
137.6
TCGA-AA-3968-01A
55 years, female, stage:i
137.5
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib
136.7
TCGA-AA-A01F-01A
72 years, male, stage:iiib
135.3
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i
135.0
TCGA-AA-3554-01A
62 years, female, stage:iia
134.1
TCGA-AA-A02R-01A
84 years, female, stage:iia
133.2
TCGA-G4-6320-01A
73 years, male, white, stage:iii
132.1
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib
129.4
TCGA-F4-6569-01A
60 years, male, white, stage:i
129.1
TCGA-AA-3973-01A
69 years, male, stage:iv
129.1
TCGA-AA-3875-01A
78 years, female, stage:i
128.1
TCGA-AA-3663-01A
42 years, male, stage:ii
127.2
TCGA-AU-3779-01A
80 years, female, white, stage:iia
126.6
TCGA-CM-4751-01A
62 years, male, white, stage:iiib
126.1
TCGA-AA-3994-01A
69 years, male, stage:iiib
125.6
TCGA-AA-3524-01A
85 years, male, stage:ii
124.2
TCGA-A6-5665-01A
84 years, female, white, stage:iia
123.9
TCGA-AZ-4684-01A
50 years, male, white, stage:iva
122.9
TCGA-A6-5659-01A
82 years, male, white, stage:i
121.6
TCGA-A6-5662-01A
46 years, male, white, stage:iva
121.5
TCGA-CM-4743-01A
69 years, male, white, stage:iia
120.4
TCGA-AA-3949-01A
87 years, female, stage:iiib
120.2
TCGA-D5-6928-01A
80 years, male, white, stage:iia
120.2
TCGA-WS-AB45-01A
female, black or african american, stage:iia
118.8
TCGA-CA-5256-01A
54 years, female, asian, stage:iia
118.7
TCGA-A6-3809-01A
71 years, female, white, stage:iib
117.8
TCGA-DM-A280-01A
70 years, female, white, stage:iia
117.7
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib
115.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia
114.9
TCGA-AA-3862-01A
82 years, male, stage:iia
114.6
TCGA-F4-6570-01A
78 years, female, white, stage:iia
114.1
TCGA-CM-4744-01A
69 years, male, white, stage:i
113.3
TCGA-AD-6895-01A
84 years, male, white, stage:iiib
112.3
TCGA-DM-A28K-01A
75 years, male, white, stage:iia
111.9
TCGA-F4-6460-01A
51 years, female, white, stage:iiib
111.8
TCGA-AA-3930-01A
66 years, male, stage:iv
111.2
TCGA-D5-6530-01A
53 years, male, white, stage:i
109.3
TCGA-AA-3715-01A
77 years, male, stage:ii
108.9
TCGA-AM-5821-01A
68 years, female, white, stage:iia
108.6
TCGA-AA-3553-01A
61 years, female, stage:i
108.0
TCGA-AA-3939-01A
83 years, male, stage:iia
107.9
TCGA-AA-3966-01A
89 years, female, stage:iia
107.0
TCGA-AA-3950-01A
79 years, female, stage:iia
104.9
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic
103.5
TCGA-AA-A029-01A
67 years, male, stage:ii
102.1
TCGA-G4-6588-01A
58 years, female, white, stage:iia
100.4
TCGA-AA-3710-01A
80 years, female, stage:iia
99.5
TCGA-AZ-6607-01A
69 years, male, white, stage:iv
99.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii
98.5
TCGA-G4-6303-01A
54 years, female, white, stage:iv
97.7
TCGA-AA-3980-01A
89 years, female, stage:i
97.1
TCGA-AY-6196-01A
47 years, male, white, stage:iiic
96.7
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia
96.0
TCGA-AA-A02K-01A
50 years, male, stage:iv
92.8
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic
89.0
TCGA-D5-5540-01A
73 years, male, white, stage:iia
88.9
TCGA-G4-6302-01A
90 years, female, white, stage:iia
88.8
TCGA-A6-2676-01A
75 years, female, white, stage:iib
88.0
TCGA-A6-2684-01C
75 years, female, white, stage:i
87.8
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib
87.4
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic
84.7
TCGA-AZ-4323-01A
37 years, male, white, stage:iv
83.6
TCGA-G4-6299-01A
69 years, male, white, stage:iiic
82.5
TCGA-AA-3561-01A
72 years, male, stage:iia
82.1
TCGA-G4-6628-01A
78 years, male, white, stage:i
81.3
TCGA-AA-3542-01A
69 years, male, stage:iiic
78.9
TCGA-AA-A01P-01A
80 years, female, stage:iii
78.2
TCGA-A6-2686-01A
81 years, female, white, stage:iia
77.3
TCGA-AA-A00E-01A
65 years, male, stage:iia
75.3
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic
68.5
TCGA-AA-A01R-01A
47 years, male, stage:iii
68.0
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia
67.9
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia
66.7
TCGA-A6-2674-01A
72 years, male, white, stage:iv
65.4
TCGA-CM-5341-01A
82 years, female, white, stage:iiia
57.0
TCGA-A6-2677-01B
68 years, female, white, stage:iiic
52.9
TCGA-A6-5656-01B
74 years, male, white, stage:i
52.4
TCGA-A6-6781-01B
43 years, male, white, stage:iiic
29.1
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
196.2 FPKM
205.9 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.
72%
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.
32%
38%
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
222.8
Number of samples
159
Samples
Sample
Description
FPKM
TCGA-AG-A002-01A
35 years, male, stage:i
638.1
TCGA-EI-6510-01A
77 years, female, white
492.2
TCGA-CI-6622-01A
74 years, male, white, stage:iib
459.3
TCGA-AH-6903-01A
46 years, male, white, stage:iiib
452.3
TCGA-AF-6136-01A
72 years, female, white, stage:iiib
438.1
TCGA-AG-3599-01A
70 years, male, stage:i
434.7
TCGA-AF-5654-01A
73 years, female, white, stage:i
399.1
TCGA-EF-5830-01A
54 years, male, white, stage:iib
392.8
TCGA-EI-6512-01A
64 years, female, white, stage:iiib
390.9
TCGA-AG-4021-01A
84 years, female, stage:iv
386.3
TCGA-AG-A015-01A
64 years, female, stage:i
379.2
TCGA-AG-A00H-01A
75 years, male, stage:iia
378.4
TCGA-EF-5831-01A
72 years, male, white, stage:iia
378.2
TCGA-EI-6513-01A
59 years, male, white, stage:iiib
369.2
TCGA-AG-A00C-01A
49 years, female, stage:iiib
366.6
TCGA-CI-6624-01C
53 years, female, white, stage:i
364.9
TCGA-CL-4957-01A
79 years, female
360.1
TCGA-DC-6160-01A
68 years, male, white, stage:i
359.7
TCGA-AF-2692-01A
54 years, female, white, stage:iia
356.4
TCGA-AG-3742-01A
85 years, female, stage:i
356.3
TCGA-AH-6549-01A
66 years, male, white
344.3
TCGA-AG-3574-01A
89 years, female, stage:ii
341.5
TCGA-F5-6861-01A
60 years, female, white, stage:iia
340.9
TCGA-AG-3726-01A
63 years, female, stage:i
332.2
TCGA-EI-6884-01A
71 years, male, white, stage:iiia
329.1
TCGA-AF-6655-01A
66 years, male, white, stage:iiia
328.2
TCGA-EI-6881-01A
60 years, male, white, stage:iiia
313.4
TCGA-G5-6235-01A
72 years, male, white, stage:iiib
304.9
TCGA-G5-6641-01A
67 years, male, white, stage:iiia
303.9
TCGA-AG-3725-01A
90 years, female, stage:iii
299.5
TCGA-AG-3885-01A
71 years, female, stage:iiib
298.4
TCGA-AG-3896-01A
85 years, female, stage:i
298.2
TCGA-G5-6572-01A
56 years, male, white
297.8
TCGA-AG-3593-01A
72 years, female, stage:iia
296.6
TCGA-AG-3592-01A
68 years, male, stage:iia
295.7
TCGA-AH-6544-01A
60 years, male, white
285.9
TCGA-F5-6571-01A
62 years, female, white, stage:iia
284.2
TCGA-AG-3727-01A
78 years, female, stage:iii
271.8
TCGA-AG-A016-01A
55 years, male, stage:iv
270.8
TCGA-AG-3901-01A
67 years, female, stage:iiib
269.8
TCGA-AG-3887-01A
68 years, male, stage:iia
268.6
TCGA-AH-6547-01A
79 years, female, white
267.3
TCGA-AG-3581-01A
63 years, male, stage:i
264.0
TCGA-CI-6620-01A
41 years, female, white, stage:iva
263.7
TCGA-EI-6509-01A
53 years, male, white, stage:iiic
261.5
TCGA-AG-4005-01A
64 years, male, stage:iv
260.4
TCGA-AF-6672-01A
43 years, male, white, stage:iv
255.2
TCGA-AH-6897-01A
48 years, male, white, stage:i
254.9
TCGA-DC-6683-01A
43 years, male, white, stage:iiib
252.3
TCGA-F5-6863-01A
71 years, female, white, stage:iiib
246.7
TCGA-EI-6506-01A
78 years, female, white, stage:iia
243.9
TCGA-AF-3913-01A
60 years, male, black or african american, stage:iv
243.4
TCGA-AG-A02X-01A
77 years, male, stage:i
238.8
TCGA-AG-3598-01A
69 years, male, stage:iia
238.0
TCGA-AG-A011-01A
80 years, male, stage:iia
237.0
TCGA-AG-3890-01A
62 years, male, stage:i
235.5
TCGA-AF-2691-01A
48 years, female, white, stage:i
231.4
TCGA-AF-2693-01A
75 years, male, white, stage:i
228.3
TCGA-DC-6157-01A
48 years, male, black or african american, stage:i
227.8
TCGA-AF-3911-01A
48 years, male, white, stage:iiic
227.0
TCGA-DY-A1DE-01A
56 years, female, white, stage:iia
223.5
TCGA-DC-5337-01A
69 years, male, white, stage:i
221.9
TCGA-AG-3591-01A
66 years, female, stage:iia
221.9
TCGA-AG-4008-01A
63 years, male, stage:iia
221.2
TCGA-AG-3583-01A
66 years, male, stage:iv
220.1
TCGA-AG-A02G-01A
66 years, male, stage:iv
219.5
TCGA-EI-6514-01A
59 years, female, white, stage:iia
219.0
TCGA-DY-A0XA-01A
57 years, female, white, stage:iia
216.8
TCGA-EI-6882-01A
59 years, male, white, stage:iia
215.8
TCGA-CL-5918-01A
90 years, female, white, stage:iia
214.5
TCGA-AG-A020-01A
57 years, female, stage:iii
214.1
TCGA-AF-4110-01A
77 years, male, white, stage:iva
212.9
TCGA-AG-3898-01A
61 years, male, stage:iia
212.1
TCGA-CL-5917-01A
71 years, female, white, stage:iiic
211.7
TCGA-AG-4001-01A
74 years, female, stage:iia
209.4
TCGA-DC-6156-01A
62 years, male, white, stage:iva
207.6
TCGA-AG-4022-01A
59 years, female, stage:ii
207.4
TCGA-AG-3878-01A
64 years, male, stage:i
207.0
TCGA-F5-6813-01A
70 years, male, white, stage:iiic
206.9
TCGA-EI-6883-01A
63 years, male, white, stage:iic
205.9
TCGA-DT-5265-01A
51 years, male, asian, stage:ii
205.8
TCGA-CI-6619-01B
41 years, male, white, stage:iv
203.9
TCGA-AG-3587-01A
65 years, male, stage:i
201.8
TCGA-DC-4745-01A
49 years, female, white, stage:iiib
200.4
TCGA-AG-A036-01A
71 years, male, stage:iii
199.2
TCGA-AG-3580-01A
67 years, male, stage:i
197.0
TCGA-AH-6643-01A
50 years, male, white, stage:iiic
195.3
TCGA-AG-3582-01A
75 years, male, stage:iv
195.0
TCGA-AG-3612-01A
55 years, female, stage:iiib
194.8
TCGA-F5-6465-01A
64 years, female, white, stage:iia
193.9
TCGA-AG-3909-01A
69 years, female, stage:iiib
192.6
TCGA-F5-6464-01A
77 years, female, white, stage:iiic
192.3
TCGA-AG-3586-01A
72 years, female, stage:iii
188.0
TCGA-AG-3605-01A
85 years, female, stage:iv
186.9
TCGA-G5-6233-01A
74 years, male, white
185.9
TCGA-EI-7002-01A
58 years, male, white, stage:iv
184.9
TCGA-AG-3894-01A
65 years, male, stage:iia
184.8
TCGA-AG-3893-01A
74 years, male, stage:iiib
184.1
TCGA-F5-6814-01A
57 years, male, white, stage:iia
182.6
TCGA-F5-6702-01A
71 years, male, white, stage:iva
180.7
TCGA-AG-A008-01A
50 years, female, stage:i
179.9
TCGA-AG-3892-01A
57 years, female, stage:i
178.6
TCGA-CI-6621-01A
63 years, male, white, stage:iiib
178.5
TCGA-AG-3732-01A
78 years, female, stage:i
178.5
TCGA-AG-A01J-01A
59 years, female, stage:iia
177.6
TCGA-AF-A56N-01A
47 years, female, black or african american, stage:iia
177.4
TCGA-DY-A1DF-01A
73 years, female, white, stage:iiic
174.2
TCGA-DC-6158-01A
70 years, male, white, stage:i
174.2
TCGA-AG-A02N-01A
67 years, male, stage:ii
173.0
TCGA-F5-6864-01A
74 years, female, white, stage:iiib
172.9
TCGA-DC-6682-01A
57 years, male, white, stage:iia
171.1
TCGA-AG-4007-01A
87 years, male, stage:iv
169.3
TCGA-DY-A1DG-01A
75 years, male, white, stage:iva
168.9
TCGA-AG-A014-01A
86 years, male, stage:i
168.0
TCGA-DC-4749-01A
57 years, male, white, stage:i
161.2
TCGA-AG-A025-01A
62 years, female, stage:i
160.7
TCGA-EI-6917-01A
33 years, male, white, stage:iiia
157.4
TCGA-DC-5869-01A
62 years, female, black or african american, stage:iiib
155.9
TCGA-AG-3578-01A
76 years, female, stage:iia
152.5
TCGA-AG-3611-01A
72 years, male, stage:iia
152.3
TCGA-AG-A00Y-01A
68 years, male, stage:iia
151.3
TCGA-EI-7004-01A
37 years, female, white
151.0
TCGA-DC-6154-01A
57 years, female, white, stage:iva
149.3
TCGA-CI-6623-01B
44 years, male, white, stage:i
146.5
TCGA-AG-3728-01A
73 years, male, stage:iiib
145.9
TCGA-EI-6511-01A
52 years, male, white, stage:iiib
143.7
TCGA-AH-6644-01A
73 years, male, white
143.5
TCGA-EI-6508-01A
48 years, female, white, stage:iiib
143.2
TCGA-DY-A1DD-01A
77 years, female, white, stage:iiib
142.7
TCGA-AG-A026-01A
66 years, male, stage:ii
141.7
TCGA-AG-3731-01A
65 years, male, stage:iv
140.4
TCGA-AG-A01N-01A
68 years, female, stage:iv
138.1
TCGA-AF-3400-01A
54 years, male, white, stage:iia
137.5
TCGA-F5-6812-01A
67 years, male, white, stage:iia
136.4
TCGA-AG-3608-01A
79 years, female, stage:iia
132.0
TCGA-AF-A56L-01A
48 years, female, black or african american, stage:iiic
130.7
TCGA-AF-A56K-01A
56 years, male, black or african american, stage:iia
130.5
TCGA-AG-3902-01A
61 years, male, stage:iia
128.6
TCGA-BM-6198-01A
73 years, male, white, stage:iiib
126.4
TCGA-DC-6681-01A
70 years, female, white, stage:iva
126.4
TCGA-EI-6885-01A
57 years, female, white, stage:iv
122.9
TCGA-AG-A032-01A
68 years, male, stage:iiib
121.2
TCGA-DY-A1H8-01A
77 years, female, white, stage:iiia
120.9
TCGA-AG-3882-01A
66 years, female, stage:i
117.8
TCGA-F5-6811-01A
72 years, female, white, stage:iia
116.6
TCGA-AG-3883-01A
69 years, male, stage:i
115.9
TCGA-AG-3600-01A
62 years, male, stage:iiic
111.8
TCGA-AG-3609-01A
65 years, female, stage:iiic
110.3
TCGA-EI-6507-01A
60 years, male, white, stage:iia
107.1
TCGA-AF-2687-01A
57 years, male, white, stage:iiic
105.7
TCGA-AG-A023-01A
62 years, female, stage:iv
105.2
TCGA-AG-3584-01A
60 years, male, stage:iv
98.4
TCGA-AG-3999-01A
61 years, female, stage:iiic
97.9
TCGA-DY-A1DC-01A
72 years, female, white, stage:iia
95.5
TCGA-AG-3594-01A
77 years, male, stage:iia
94.2
TCGA-AF-2690-01A
77 years, female, white, stage:iiic
80.8
TCGA-DC-6155-01A
31 years, female, white, stage:iiia
79.4
TCGA-AG-3881-01A
83 years, female, stage:iia
76.9
TCGA-AG-3575-01A
51 years, male, stage:ii
48.0
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.