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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.
Renal cancer
Kidney Renal Clear Cell Carcinoma (KIRC)
Kidney Renal Papillary Cell Carcinoma (KIRP)
Kidney Chromophobe (KICH)
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
68.7 FPKM
98.3 FPKM
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
74%
75%
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
51%
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
136.0
Number of samples
877
Samples
Sample
Description
FPKM
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i
1061.0
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i
970.2
TCGA-KM-8639-01A
67 years, male, white, stage:i
874.1
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i
853.0
TCGA-AK-3443-01A
45 years, male, white, stage:ii
743.6
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii
708.4
TCGA-AL-3467-01A
54 years, female, white
640.8
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i
630.7
TCGA-5P-A9K8-01A
51 years, female, white
601.2
TCGA-KN-8418-01A
41 years, female, white, stage:ii
587.8
TCGA-AK-3440-01A
58 years, male, white, stage:i
582.8
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i
542.0
TCGA-BQ-7056-01A
75 years, female, white, stage:iii
540.1
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii
533.4
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i
531.5
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i
499.1
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i
498.5
TCGA-KL-8344-01A
51 years, male, white, stage:iii
492.9
TCGA-KN-8423-01A
44 years, male, white, stage:i
489.4
TCGA-CW-5591-01A
56 years, male, white, stage:iv
487.8
TCGA-B9-A5W9-01A
40 years, male, white, stage:i
485.8
TCGA-KN-8429-01A
38 years, female, white, stage:iii
476.7
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i
472.4
TCGA-KL-8339-01A
67 years, male, white, stage:iv
458.9
TCGA-B0-4834-01A
49 years, male, white, stage:i
458.9
TCGA-A4-7288-01A
71 years, female, white
456.0
TCGA-KM-8477-01A
56 years, male, white, stage:i
436.7
TCGA-B4-5378-01A
62 years, male, white, stage:i
426.3
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i
415.8
TCGA-BP-4177-01A
65 years, male, white, stage:i
407.4
TCGA-A3-3328-01A
79 years, male, white, stage:i
401.1
TCGA-4A-A93X-01A
58 years, male, white, stage:iv
396.1
TCGA-KL-8330-01A
44 years, female, black or african american, stage:ii
395.1
TCGA-KL-8325-01A
56 years, female, white, stage:ii
389.9
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i
386.4
TCGA-KN-8421-01A
48 years, female, white, stage:ii
374.3
TCGA-B2-5636-01A
79 years, male, white, stage:i
373.3
TCGA-KL-8329-01A
57 years, female, asian, stage:i
371.5
TCGA-KL-8343-01A
72 years, male, white, stage:iii
369.1
TCGA-KL-8332-01A
55 years, male, white, stage:i
366.4
TCGA-IZ-8195-01A
82 years, male, white, stage:ii
365.6
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i
363.3
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i
362.0
TCGA-AK-3433-01A
48 years, female, white, stage:ii
361.8
TCGA-KN-8424-01A
42 years, female, white, stage:i
361.7
TCGA-BQ-7051-01A
74 years, male, white, stage:ii
359.5
TCGA-KL-8340-01A
34 years, male, white, stage:ii
357.7
TCGA-KM-8440-01A
37 years, male, black or african american, stage:iii
354.9
TCGA-KO-8417-01A
30 years, female, white, stage:i
345.1
TCGA-KN-8435-01A
59 years, male, white, stage:ii
342.5
TCGA-KN-8419-01A
43 years, male, black or african american, stage:ii
339.7
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i
335.3
TCGA-G7-6793-01A
60 years, female, white, stage:iv
332.7
TCGA-KL-8334-01A
37 years, female, white, stage:iii
327.9
TCGA-A4-8310-01A
58 years, male, white, stage:iii
325.6
TCGA-BQ-5876-01A
75 years, male, white, stage:i
316.7
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i
309.5
TCGA-B2-3923-01A
59 years, male, white, stage:ii
309.1
TCGA-KL-8336-01A
51 years, female, white, stage:iv
308.5
TCGA-KO-8413-01A
46 years, male, white, stage:i
308.1
TCGA-BP-4769-01A
63 years, male, white, stage:i
306.8
TCGA-KL-8328-01A
60 years, male, white, stage:ii
304.8
TCGA-KN-8426-01A
50 years, male, white, stage:iv
304.7
TCGA-A4-8518-01A
48 years, male, white, stage:i
304.5
TCGA-KO-8414-01A
50 years, female, white, stage:ii
299.9
TCGA-DZ-6133-01A
66 years, female, white, stage:i
299.7
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i
298.9
TCGA-A4-8516-01A
62 years, male, white, stage:iii
298.0
TCGA-EV-5902-01A
58 years, male, white, stage:i
293.9
TCGA-B9-7268-01A
59 years, male, white, stage:ii
292.6
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i
291.2
TCGA-KN-8432-01A
86 years, female, white, stage:ii
291.0
TCGA-5P-A9JZ-01A
51 years, female, white
290.7
TCGA-DW-7839-01A
58 years, female, white, stage:i
284.9
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i
279.8
TCGA-5P-A9KH-01A
77 years, male, white
279.7
TCGA-MH-A561-01A
66 years, male, white, stage:i
279.3
TCGA-BP-4784-01A
67 years, female, white, stage:i
278.9
TCGA-GL-A9DC-01A
66 years, female, white, stage:i
278.9
TCGA-A4-7734-01A
53 years, female, white, stage:i
274.6
TCGA-DW-7842-01A
52 years, male, white, stage:i
272.7
TCGA-BQ-5878-01A
79 years, female, white, stage:iii
271.0
TCGA-KL-8323-01A
57 years, female, white, stage:iii
268.2
TCGA-BP-4994-01A
54 years, male, white, stage:i
267.8
TCGA-KN-8431-01A
35 years, female, stage:ii
266.7
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i
266.0
TCGA-B0-5083-01A
63 years, male, white, stage:i
265.8
TCGA-GL-A4EM-01A
62 years, male, white, stage:i
261.7
TCGA-KL-8338-01A
51 years, male, white, stage:iii
260.5
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii
258.7
TCGA-B3-3925-01A
52 years, male, white, stage:iii
257.8
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i
252.1
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i
251.9
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i
250.6
TCGA-5P-A9K0-01A
75 years, male, white
250.4
TCGA-BP-4795-01A
74 years, female, white, stage:i
249.3
TCGA-5P-A9KC-01A
51 years, female, white
248.7
TCGA-B0-5707-01A
39 years, female, white, stage:i
247.3
TCGA-KO-8410-01A
74 years, female, white, stage:i
246.9
TCGA-A4-7997-01A
67 years, male, white, stage:i
245.5
TCGA-BQ-7055-01A
73 years, male, white, stage:i
245.1
TCGA-KO-8408-01A
47 years, male, white, stage:iii
244.7
TCGA-HE-7129-01A
male, stage:ii
244.6
TCGA-KL-8345-01A
75 years, male, white, stage:iii
242.5
TCGA-KO-8405-01A
29 years, male, white, stage:iii
240.8
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii
240.4
TCGA-Y8-A894-01A
57 years, female, white, stage:i
237.9
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i
234.3
TCGA-HE-A5NH-01A
62 years, male, stage:i
233.2
TCGA-KM-8442-01A
38 years, male, stage:ii
233.0
TCGA-A4-7996-01A
61 years, female, white, stage:i
229.0
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i
228.6
TCGA-BQ-5890-01A
69 years, male, white, stage:iii
224.1
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i
223.7
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii
223.5
TCGA-KO-8407-01A
42 years, male, white, stage:ii
222.2
TCGA-IZ-8196-01A
50 years, male, white, stage:i
221.1
TCGA-5P-A9K6-01A
64 years, male, white
221.1
TCGA-KL-8335-01A
68 years, male, white, stage:iii
219.7
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i
217.8
TCGA-BP-4995-01A
68 years, male, white, stage:i
217.6
TCGA-KV-A74V-01A
40 years, male, white, stage:i
217.3
TCGA-KL-8337-01A
26 years, male, black or african american, stage:ii
217.1
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i
216.7
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i
216.6
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i
216.1
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i
215.8
TCGA-DZ-6135-01A
45 years, male, stage:i
215.6
TCGA-A4-8630-01A
59 years, female, white, stage:i
214.8
TCGA-BQ-5875-01A
66 years, female, white, stage:iii
214.1
TCGA-Y8-A897-01A
68 years, female, white, stage:i
213.1
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii
212.7
TCGA-SX-A71W-01A
66 years, male, white, stage:i
208.9
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i
208.4
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i
207.9
TCGA-GL-7773-01A
63 years, male, white, stage:i
207.8
TCGA-P4-A5EB-01A
83 years, male, white, stage:i
207.5
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i
205.3
TCGA-KM-8441-01A
61 years, female, white, stage:i
204.2
TCGA-B9-5155-01A
71 years, male, white, stage:iii
203.9
TCGA-KN-8434-01A
65 years, female, white, stage:ii
202.3
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii
202.0
TCGA-B0-5117-01A
40 years, male, white, stage:i
199.0
TCGA-BQ-5888-01A
74 years, female, white, stage:i
198.2
TCGA-KN-8425-01A
53 years, male, white, stage:i
196.6
TCGA-DW-7836-01A
55 years, male, white, stage:i
196.2
TCGA-BQ-7058-01A
81 years, male, white, stage:iii
194.7
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii
194.0
TCGA-G7-6790-01A
57 years, male, white, stage:i
193.9
TCGA-CJ-5681-01A
44 years, female, white, stage:iv
193.4
TCGA-BQ-7061-01A
84 years, female, white, stage:i
192.5
TCGA-B9-4116-01A
75 years, female, black or african american
192.5
TCGA-KL-8333-01A
69 years, male, white, stage:ii
192.0
TCGA-KL-8331-01A
48 years, female, white, stage:ii
191.3
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii
190.4
TCGA-B8-4619-01A
58 years, male, white, stage:i
190.0
TCGA-4A-A93W-01A
66 years, female, white, stage:i
189.8
TCGA-SX-A7SL-01A
74 years, male, stage:i
187.7
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i
187.0
TCGA-KL-8341-01A
41 years, male, asian, stage:iv
186.9
TCGA-KL-8342-01A
45 years, female, white, stage:ii
186.5
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i
186.4
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i
185.3
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i
185.1
TCGA-KO-8411-01A
58 years, male, white, stage:i
184.8
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i
183.5
TCGA-KO-8406-01A
17 years, female, white, stage:i
183.2
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i
182.3
TCGA-B9-A69E-01A
71 years, male, white, stage:iii
182.2
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii
181.3
TCGA-B0-5697-01A
50 years, male, white, stage:i
180.7
TCGA-B0-5691-01A
66 years, female, white, stage:i
180.3
TCGA-B0-4699-01A
74 years, male, white, stage:iv
180.2
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii
180.1
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i
179.7
TCGA-5P-A9KA-01A
61 years, male, white
176.5
TCGA-BQ-5891-01A
57 years, female, white, stage:iii
176.5
TCGA-DW-7838-01A
66 years, male, white, stage:i
176.0
TCGA-EV-5903-01A
57 years, male, white, stage:i
175.2
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i
174.8
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii
173.3
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i
172.7
TCGA-KN-8437-01A
42 years, female, white, stage:i
172.5
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii
172.4
TCGA-CJ-5680-01A
65 years, female, white, stage:iv
171.4
TCGA-B1-5398-01A
73 years, male, white, stage:iii
171.3
TCGA-AL-3468-01A
74 years, male, white, stage:ii
171.0
TCGA-HE-7130-01A
female, stage:iii
170.0
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii
169.1
TCGA-EV-5901-01A
47 years, female, white, stage:i
168.9
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i
168.8
TCGA-B8-5165-01A
43 years, male, white, stage:i
168.0
TCGA-G7-6796-01A
58 years, male, white, stage:i
167.7
TCGA-O9-A75Z-01A
44 years, male, white, stage:i
167.5
TCGA-A3-3363-01A
50 years, male, asian, stage:ii
167.1
TCGA-A3-3382-01A
69 years, male, white, stage:i
167.0
TCGA-KM-8439-01A
30 years, male, white, stage:i
166.9
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i
166.3
TCGA-KO-8409-01A
69 years, male, white, stage:ii
165.1
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv
164.9
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i
164.5
TCGA-DV-5566-01A
67 years, female, white, stage:i
163.7
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv
162.9
TCGA-5P-A9K9-01A
59 years, female, white
161.9
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv
161.7
TCGA-B8-5158-01A
56 years, male, white, stage:iii
161.2
TCGA-5P-A9KF-01A
53 years, male, white
160.8
TCGA-DZ-6134-01A
69 years, male, white, stage:i
160.8
TCGA-KL-8346-01A
62 years, male, white, stage:ii
160.2
TCGA-B3-4103-01A
56 years, male, white, stage:i
156.9
TCGA-KO-8416-01A
41 years, male, white, stage:iii
155.9
TCGA-CW-5581-01A
44 years, male, white, stage:i
155.9
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i
155.7
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i
155.6
TCGA-CZ-5985-01A
58 years, male, white, stage:ii
154.9
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i
153.9
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i
153.8
TCGA-GL-A59R-01A
79 years, male, white, stage:iii
153.5
TCGA-G6-A8L7-01A
81 years, female, black or african american, stage:i
153.3
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i
153.3
TCGA-B0-5701-01A
65 years, male, white, stage:iii
152.8
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i
152.5
TCGA-CZ-5984-01A
51 years, male, white, stage:i
151.8
TCGA-CZ-5982-01A
59 years, female, white, stage:i
151.5
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i
150.4
TCGA-CZ-5470-01A
72 years, female, stage:ii
149.5
TCGA-A4-8517-01A
71 years, male, white, stage:i
149.3
TCGA-IA-A83V-01A
63 years, male, white, stage:i
148.7
TCGA-DV-5573-01A
41 years, male, white, stage:i
147.7
TCGA-SX-A7SU-01A
47 years, male, stage:i
147.6
TCGA-EU-5905-01A
67 years, female, white, stage:i
147.1
TCGA-B9-5156-01A
51 years, male, white
146.7
TCGA-B0-4712-01A
76 years, male, white, stage:iv
146.7
TCGA-5P-A9K4-01A
54 years, male, white
146.5
TCGA-CJ-6027-01A
77 years, male, white, stage:i
146.4
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv
145.7
TCGA-AK-3461-01A
72 years, male, white, stage:i
145.2
TCGA-BQ-5889-01A
63 years, male, white, stage:iv
144.6
TCGA-BP-4983-01A
67 years, female, asian, stage:iii
144.3
TCGA-BQ-7059-01A
71 years, male, white, stage:i
143.9
TCGA-Y8-A896-01A
62 years, male, white, stage:iii
143.8
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii
143.7
TCGA-P4-AAVO-01A
69 years, male, white, stage:i
143.4
TCGA-J7-6720-01A
42 years, male, asian, stage:i
143.3
TCGA-B8-5553-01A
67 years, female, white, stage:i
143.2
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii
142.8
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii
142.7
TCGA-SX-A71V-01A
80 years, male, white, stage:i
142.6
TCGA-G7-A8LE-01A
62 years, male, white, stage:i
142.5
TCGA-BQ-7049-01A
45 years, female, white, stage:i
142.1
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i
142.1
TCGA-A3-3387-01A
49 years, male, white, stage:i
141.4
TCGA-G7-6797-01A
46 years, male, white, stage:iii
141.4
TCGA-B0-4836-01A
61 years, male, white, stage:iv
141.4
TCGA-SX-A71U-01A
57 years, male, white, stage:i
141.3
TCGA-KM-8443-01A
58 years, male, white, stage:ii
140.8
TCGA-B2-5639-01A
46 years, male, white, stage:iv
139.9
TCGA-CZ-4858-01A
39 years, male, white, stage:ii
139.8
TCGA-BP-4985-01A
72 years, male, white, stage:iii
139.5
TCGA-A4-7585-01A
67 years, male, white, stage:iii
139.2
TCGA-KL-8326-01A
69 years, male, white, stage:iii
139.0
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i
137.9
TCGA-DW-7834-01A
53 years, male, white, stage:i
137.9
TCGA-CZ-5454-01A
63 years, male, white, stage:iv
137.8
TCGA-A4-7287-01A
75 years, female, white, stage:i
137.4
TCGA-KN-8428-01A
71 years, male, white, stage:ii
135.9
TCGA-A3-3385-01A
46 years, female, white, stage:i
135.2
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i
135.1
TCGA-SX-A71S-01A
66 years, female, white, stage:i
134.8
TCGA-A4-7286-01A
42 years, male, white
134.7
TCGA-DZ-6132-01A
69 years, male, stage:i
134.2
TCGA-KL-8324-01A
67 years, female, white, stage:ii
134.2
TCGA-HE-A5NJ-01A
58 years, male
134.0
TCGA-G7-6789-01A
53 years, female, white, stage:iv
131.8
TCGA-KN-8436-01A
63 years, male, white, stage:ii
131.8
TCGA-BP-5183-01A
57 years, male, white, stage:iii
131.6
TCGA-A4-7732-01A
55 years, male, black or african american
131.5
TCGA-BQ-5880-01A
79 years, male, white, stage:iii
130.4
TCGA-CJ-6028-01A
58 years, male, white, stage:iv
130.3
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i
130.2
TCGA-B1-A655-01A
77 years, female, white, stage:i
130.1
TCGA-BP-5198-01A
72 years, male, white, stage:iii
129.6
TCGA-SX-A7SN-01A
52 years, male, white, stage:i
129.4
TCGA-CZ-4857-01A
56 years, male, white, stage:iv
128.4
TCGA-BP-4787-01A
59 years, female, white, stage:iv
128.3
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i
128.2
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii
128.1
TCGA-P4-AAVM-01A
69 years, male, white, stage:i
127.9
TCGA-5P-A9KE-01A
70 years, male, white
127.6
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i
127.5
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i
127.3
TCGA-G7-7502-01A
83 years, male, white, stage:i
127.2
TCGA-IA-A83S-01A
81 years, male, white
126.8
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i
126.7
TCGA-BP-4353-01A
61 years, male, white, stage:i
126.7
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i
126.6
TCGA-Y8-A898-01A
69 years, male, white, stage:i
126.2
TCGA-A3-3362-01A
60 years, female, white, stage:i
126.1
TCGA-HE-A5NF-01A
58 years, male, stage:i
125.9
TCGA-BP-5202-01A
75 years, male, white, stage:iii
125.6
TCGA-BP-4756-01A
63 years, female, asian, stage:i
125.6
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i
125.4
TCGA-B9-4117-01A
48 years, female, black or african american
124.8
TCGA-CJ-4878-01A
71 years, female, white, stage:iii
124.7
TCGA-BP-5180-01A
53 years, male, white, stage:i
124.5
TCGA-DV-5569-01A
29 years, female, white, stage:i
124.4
TCGA-B4-5377-01A
68 years, female, white, stage:iv
124.0
TCGA-AS-3777-01A
63 years, male, white, stage:i
123.5
TCGA-CJ-5683-01A
78 years, male, white, stage:i
122.9
TCGA-KO-8415-01A
44 years, female, white, stage:i
122.7
TCGA-GL-6846-01A
52 years, male, white, stage:iv
122.6
TCGA-CW-5589-01A
52 years, male, white, stage:i
122.4
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii
122.3
TCGA-A3-3317-01A
67 years, male, stage:ii
122.3
TCGA-CZ-5468-01A
84 years, male, white, stage:iv
122.1
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv
122.1
TCGA-BP-5178-01A
71 years, male, white, stage:iv
121.4
TCGA-CJ-5689-01A
90 years, male, white, stage:i
121.2
TCGA-B0-5696-01A
70 years, male, white, stage:iii
121.0
TCGA-B0-5700-01A
77 years, male, white, stage:i
120.5
TCGA-CZ-5456-01A
57 years, male, white, stage:ii
119.7
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i
119.5
TCGA-CZ-5987-01A
60 years, male, white, stage:iv
119.4
TCGA-CZ-5988-01A
38 years, male, white, stage:i
119.4
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i
118.8
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i
118.6
TCGA-CW-5587-01A
62 years, female, white, stage:iii
118.0
TCGA-CZ-4856-01A
62 years, female, white, stage:i
117.7
TCGA-BQ-7046-01A
61 years, male, white, stage:i
117.7
TCGA-CW-6093-01A
73 years, male, white, stage:i
117.5
TCGA-KM-8438-01A
45 years, female, white, stage:ii
117.4
TCGA-KV-A6GE-01A
65 years, male, white, stage:i
117.4
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i
117.4
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i
117.3
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i
117.2
TCGA-SX-A7SP-01A
66 years, female, white, stage:i
117.2
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i
117.0
TCGA-AK-3436-01A
40 years, male, white, stage:iv
116.9
TCGA-CZ-5464-01A
69 years, male, white, stage:iv
116.8
TCGA-A3-3380-01A
54 years, male, stage:i
116.8
TCGA-J7-8537-01A
37 years, female, asian, stage:iii
116.7
TCGA-B0-5119-01A
61 years, female, white, stage:i
116.0
TCGA-A3-3347-01A
76 years, female, white, stage:iii
115.7
TCGA-BP-4976-01A
77 years, male, white, stage:i
115.6
TCGA-B2-5641-01A
79 years, male, white, stage:i
115.3
TCGA-AK-3447-01A
84 years, male, white, stage:ii
115.3
TCGA-B0-5705-01A
65 years, female, white, stage:i
115.1
TCGA-A3-3326-01A
47 years, male, white, stage:i
114.9
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i
114.8
TCGA-BQ-7044-01A
73 years, male, white, stage:iii
114.6
TCGA-BP-5201-01A
63 years, male, white, stage:iv
114.5
TCGA-CZ-5461-01A
52 years, male, white, stage:iv
114.5
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii
114.0
TCGA-CJ-5679-01A
73 years, male, white, stage:iii
113.8
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i
113.1
TCGA-B0-5699-01A
53 years, male, white, stage:i
112.7
TCGA-SX-A7SO-01A
64 years, male, white, stage:i
112.5
TCGA-B0-4701-01A
66 years, female, white, stage:iv
112.4
TCGA-AK-3427-01A
65 years, male, white, stage:i
112.4
TCGA-IA-A83W-01A
70 years, male, white, stage:i
112.4
TCGA-BP-5189-01A
60 years, male, white, stage:i
112.2
TCGA-CZ-5453-01A
67 years, male, white, stage:ii
111.8
TCGA-CZ-5463-01A
76 years, male, white, stage:ii
111.4
TCGA-AT-A5NU-01A
77 years, male, white, stage:i
111.4
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii
111.3
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i
110.9
TCGA-B0-5109-01A
69 years, male, white, stage:iii
110.9
TCGA-BP-5181-01A
58 years, female, white, stage:i
110.7
TCGA-BP-4967-01A
76 years, male, white, stage:iii
110.4
TCGA-BQ-7048-01A
64 years, male, white, stage:iii
110.2
TCGA-A4-8311-01A
60 years, male, white, stage:i
109.6
TCGA-BP-4965-01A
46 years, male, white, stage:i
109.3
TCGA-IA-A83T-01A
80 years, male, white
109.2
TCGA-CJ-6032-01A
63 years, female, white, stage:ii
109.2
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii
109.1
TCGA-CW-5584-01A
74 years, male, white, stage:iii
109.0
TCGA-B0-4848-01A
54 years, male, white, stage:iii
108.7
TCGA-B0-5703-01A
73 years, male, white, stage:i
107.9
TCGA-BP-5008-01A
46 years, male, white, stage:i
107.9
TCGA-B0-4696-01A
58 years, male, white, stage:iii
107.8
TCGA-DV-5574-01A
37 years, male, white, stage:i
107.8
TCGA-CZ-5455-01A
63 years, male, white, stage:iv
107.6
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii
107.4
TCGA-B8-5164-01A
65 years, male, white, stage:iii
107.2
TCGA-B9-4617-01A
41 years, male, black or african american
106.7
TCGA-DV-5575-01A
52 years, female, white, stage:i
106.4
TCGA-GL-A59T-01A
46 years, male, white, stage:i
106.2
TCGA-CZ-4861-01A
63 years, male, white, stage:ii
106.1
TCGA-CJ-5675-01A
70 years, male, white, stage:ii
105.8
TCGA-CW-5585-01A
51 years, male, white, stage:iv
105.7
TCGA-KO-8403-01A
49 years, male, white, stage:i
105.6
TCGA-A3-3346-01A
68 years, male, white, stage:i
105.5
TCGA-B8-5550-01A
71 years, male, white, stage:iii
105.4
TCGA-BP-4354-01A
41 years, male, white, stage:iv
105.3
TCGA-EU-5906-01A
55 years, male, white, stage:i
105.1
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii
104.8
TCGA-IA-A40U-01A
56 years, male, white, stage:iii
104.7
TCGA-CJ-5676-01A
47 years, male, white, stage:iii
104.6
TCGA-BQ-5879-01A
32 years, female, white, stage:iii
104.5
TCGA-CW-5590-01A
51 years, male, white, stage:iv
104.5
TCGA-CW-5580-01A
73 years, female, white, stage:iv
104.3
TCGA-B0-4815-01A
65 years, male, white, stage:iii
104.2
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii
104.2
TCGA-A4-A6HP-01A
66 years, male, white, stage:i
103.8
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i
103.4
TCGA-B0-5116-01A
53 years, male, white, stage:iii
103.1
TCGA-BQ-7050-01A
53 years, female, white, stage:i
103.1
TCGA-CZ-4853-01A
82 years, male, white, stage:i
103.0
TCGA-CZ-5451-01A
74 years, male, white, stage:ii
102.9
TCGA-BQ-5881-01A
69 years, male, white, stage:i
102.9
TCGA-KV-A6GD-01A
85 years, male, white, stage:i
102.4
TCGA-BP-4961-01A
47 years, male, white, stage:i
102.4
TCGA-CZ-5466-01A
67 years, male, stage:iii
102.3
TCGA-BP-5006-01A
61 years, male, white, stage:i
102.3
TCGA-B0-4837-01A
63 years, male, white, stage:i
102.2
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii
102.1
TCGA-BQ-5882-01A
54 years, male, stage:iii
101.6
TCGA-F9-A7VF-01A
75 years, female, white, stage:i
101.6
TCGA-B2-4102-01A
61 years, male, white, stage:i
101.5
TCGA-CW-6097-01A
32 years, male, white, stage:iii
100.9
TCGA-CZ-4854-01A
68 years, male, white, stage:i
100.6
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i
100.4
TCGA-BP-5194-01A
39 years, male, white, stage:i
100.4
TCGA-DV-5565-01A
59 years, male, white, stage:i
100.3
TCGA-BP-4797-01A
34 years, male, white, stage:iii
100.2
TCGA-A3-3306-01A
67 years, male, white, stage:i
100.1
TCGA-BP-4959-01A
49 years, male, white, stage:i
100.0
TCGA-CW-5583-01A
51 years, female, white, stage:i
99.9
TCGA-BP-4975-01A
40 years, male, white, stage:i
99.8
TCGA-BP-4338-01A
43 years, male, white, stage:i
99.8
TCGA-CZ-5458-01A
43 years, male, white, stage:iii
99.6
TCGA-B4-5836-01A
61 years, female, white, stage:i
99.5
TCGA-BP-4352-01A
74 years, female, white, stage:iv
99.4
TCGA-CJ-4871-01A
63 years, male, white, stage:iv
99.3
TCGA-BP-5184-01A
54 years, male, white, stage:i
98.8
TCGA-A3-3307-01A
66 years, male, stage:iii
98.8
TCGA-B0-4690-01A
65 years, male, white, stage:iv
98.7
TCGA-CJ-4874-01A
73 years, female, white, stage:i
98.6
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii
98.3
TCGA-CJ-4897-01A
79 years, female, white, stage:iii
98.0
TCGA-B0-5709-01A
62 years, female, white, stage:iii
97.9
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i
97.8
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i
97.3
TCGA-B0-4707-01A
63 years, male, white, stage:iii
97.2
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i
97.2
TCGA-BP-4766-01A
43 years, female, white, stage:i
97.2
TCGA-CW-5588-01A
78 years, female, white, stage:i
97.1
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii
97.1
TCGA-B8-5159-01A
61 years, female, white, stage:i
96.8
TCGA-CZ-4863-01A
51 years, female, white, stage:iii
96.6
TCGA-KN-8433-01A
46 years, female, white, stage:iii
96.5
TCGA-CJ-4904-01A
60 years, female, white, stage:iv
96.3
TCGA-BP-4962-01A
58 years, male, white, stage:ii
96.3
TCGA-BP-4340-01A
70 years, female, white, stage:i
96.3
TCGA-B4-5843-01A
45 years, male, white, stage:i
96.2
TCGA-A3-3335-01A
41 years, male, white, stage:ii
96.1
TCGA-B0-5694-01A
71 years, male, white, stage:iii
96.1
TCGA-BQ-5894-01A
42 years, male, stage:iv
96.1
TCGA-B0-5097-01A
59 years, female, white, stage:iii
95.9
TCGA-B8-5162-01A
63 years, male, white, stage:ii
95.8
TCGA-BP-4782-01A
55 years, female, white, stage:i
95.7
TCGA-A3-3370-01A
48 years, female, white, stage:i
95.6
TCGA-CZ-5462-01A
83 years, male, white, stage:iv
95.6
TCGA-AL-3471-01A
74 years, male, white, stage:i
95.3
TCGA-BP-5190-01A
61 years, male, white, stage:i
95.1
TCGA-A3-3319-01A
70 years, male, white, stage:i
95.1
TCGA-AK-3450-01A
85 years, female, white, stage:i
94.9
TCGA-CZ-4859-01A
59 years, female, white, stage:i
94.7
TCGA-BP-4160-01A
67 years, male, white, stage:iii
94.3
TCGA-B0-5399-01A
46 years, male, white, stage:i
94.0
TCGA-CZ-5452-01A
69 years, male, white, stage:ii
94.0
TCGA-B4-5838-01A
52 years, male, white
93.9
TCGA-CJ-4641-01A
55 years, female, white, stage:iv
93.8
TCGA-BP-4970-01A
44 years, male, asian, stage:iii
93.8
TCGA-5P-A9JY-01A
79 years, male, white
93.8
TCGA-A3-3322-01A
51 years, male, white, stage:i
93.6
TCGA-CZ-5467-01A
86 years, female, white, stage:iii
93.5
TCGA-CW-6088-01A
60 years, male, white, stage:i
93.4
TCGA-Y8-A895-01A
74 years, male, white, stage:i
93.3
TCGA-HE-A5NL-01A
51 years, male, stage:i
93.2
TCGA-B0-5094-01A
62 years, male, white, stage:iv
92.8
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i
92.5
TCGA-BP-4781-01A
78 years, male, white, stage:i
92.5
TCGA-CZ-5986-01A
61 years, male, white, stage:i
92.5
TCGA-BP-4762-01A
42 years, male, white, stage:i
92.3
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i
92.3
TCGA-AK-3429-01A
54 years, female, white, stage:ii
92.2
TCGA-B0-5693-01A
47 years, female, white, stage:i
92.0
TCGA-BP-4982-01A
42 years, male, white, stage:i
91.9
TCGA-BP-4342-01A
79 years, male, white, stage:ii
91.9
TCGA-BP-4343-01A
64 years, male, white, stage:iii
91.8
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i
91.8
TCGA-BP-5200-01A
44 years, male, white, stage:ii
91.7
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i
91.6
TCGA-CJ-4644-01A
48 years, female, white, stage:iv
91.4
TCGA-BQ-5892-01A
51 years, male, white, stage:i
91.4
TCGA-A3-3311-01A
58 years, male, stage:i
91.3
TCGA-CJ-4887-01A
48 years, male, white, stage:iv
91.3
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i
91.2
TCGA-B8-5549-01A
53 years, male, white, stage:i
91.1
TCGA-B1-A47O-01A
54 years, female, white, stage:i
90.4
TCGA-AL-7173-01A
72 years, female, white, stage:iv
90.2
TCGA-P4-A5ED-01A
51 years, male, white, stage:i
90.2
TCGA-CJ-5684-01A
61 years, male, white, stage:iii
90.2
TCGA-CZ-4860-01A
60 years, male, white, stage:iv
90.0
TCGA-BQ-5893-01A
61 years, male, white, stage:iv
89.9
TCGA-BP-5174-01A
45 years, female, white, stage:i
89.8
TCGA-B0-5695-01A
61 years, female, white, stage:i
89.7
TCGA-GL-8500-01A
63 years, male, white, stage:i
89.6
TCGA-SX-A71R-01A
51 years, male, white, stage:i
89.5
TCGA-AK-3428-01A
62 years, male, white, stage:iii
89.4
TCGA-B0-5713-01A
75 years, female, white, stage:iii
89.3
TCGA-BP-4162-01A
65 years, female, white, stage:i
89.3
TCGA-B0-5075-01A
77 years, female, white, stage:iii
89.3
TCGA-GL-A9DD-01A
69 years, male, white, stage:i
89.2
TCGA-B0-4694-01A
72 years, male, white, stage:iii
89.2
TCGA-B1-A657-01A
54 years, male, white, stage:i
89.0
TCGA-B0-5711-01A
50 years, male, white, stage:iii
89.0
TCGA-CJ-4893-01A
76 years, female, white, stage:i
88.7
TCGA-B0-5104-01A
90 years, female, white, stage:i
88.7
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii
88.6
TCGA-B8-5163-01A
63 years, female, white, stage:iii
88.4
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i
88.4
TCGA-B0-4823-01A
88 years, male, white, stage:i
88.4
TCGA-BP-5187-01A
54 years, male, white, stage:i
88.3
TCGA-BP-4169-01A
76 years, female, white, stage:ii
88.0
TCGA-BP-4803-01A
79 years, male, white, stage:iii
88.0
TCGA-B3-3926-01A
59 years, female, white, stage:i
87.6
TCGA-CW-6087-01A
61 years, male, white, stage:iv
87.5
TCGA-A3-3359-01A
82 years, female, white, stage:i
87.0
TCGA-BP-4993-01A
58 years, male, white, stage:i
86.9
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i
86.8
TCGA-B0-5096-01A
72 years, female, white, stage:iii
86.5
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii
86.5
TCGA-CJ-5672-01A
84 years, male, white, stage:i
86.4
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i
86.4
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i
86.4
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii
86.3
TCGA-CJ-4894-01A
58 years, male, white, stage:iii
86.1
TCGA-AK-3460-01A
58 years, male, white, stage:i
86.1
TCGA-CJ-6030-01A
66 years, male, white, stage:i
86.0
TCGA-A3-3367-01A
72 years, male, white, stage:i
85.9
TCGA-BP-4325-01A
64 years, female, white, stage:i
85.9
TCGA-BP-4801-01A
57 years, male, white, stage:i
85.8
TCGA-BP-4998-01A
49 years, male, asian, stage:i
85.6
TCGA-BP-4768-01A
72 years, female, white, stage:i
85.5
TCGA-P4-A5E7-01A
74 years, female, white, stage:i
85.5
TCGA-AK-3445-01A
69 years, male, white, stage:iii
85.4
TCGA-CJ-5686-01A
59 years, female, white, stage:i
85.4
TCGA-BP-4789-01A
48 years, male, white, stage:i
85.3
TCGA-CJ-4886-01A
43 years, female, white, stage:i
85.1
TCGA-CZ-4862-01A
46 years, male, white, stage:i
84.9
TCGA-CJ-4907-01A
58 years, male, white, stage:iii
84.7
TCGA-B8-5552-01B
41 years, female, white, stage:i
84.5
TCGA-AK-3425-01A
68 years, male, white, stage:i
84.5
TCGA-B0-5812-01A
53 years, male, white, stage:i
84.5
TCGA-AS-3778-01A
35 years, male, white, stage:i
84.4
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i
84.4
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i
84.3
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii
84.3
TCGA-B0-5110-01A
71 years, female, white, stage:i
84.2
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i
84.1
TCGA-A3-3320-01A
52 years, female, white, stage:i
84.1
TCGA-BP-5195-01A
75 years, male, white, stage:i
83.8
TCGA-B0-4700-01A
60 years, male, white, stage:iv
83.6
TCGA-B0-5710-01A
57 years, male, white, stage:i
83.4
TCGA-BP-4164-01A
51 years, female, white, stage:iii
82.8
TCGA-B8-4143-01A
66 years, female, white, stage:iv
82.7
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv
82.6
TCGA-BP-4777-01A
46 years, male, white, stage:i
82.3
TCGA-CJ-4868-01A
42 years, male, white, stage:iv
82.2
TCGA-B8-4148-01A
63 years, female, white, stage:i
82.1
TCGA-5P-A9JV-01A
49 years, male, white
82.1
TCGA-BP-4963-01A
64 years, male, white, stage:i
82.1
TCGA-B0-5113-01A
69 years, female, white, stage:iii
82.0
TCGA-CJ-5671-01A
51 years, male, white, stage:i
82.0
TCGA-BP-4174-01A
49 years, male, white, stage:ii
81.8
TCGA-BP-5192-01A
59 years, male, white, stage:i
81.7
TCGA-CJ-4634-01A
60 years, female, white, stage:i
81.6
TCGA-CJ-6033-01A
54 years, female, white, stage:iv
81.6
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i
81.5
TCGA-EU-5907-01A
81 years, male, white, stage:iii
81.3
TCGA-CJ-4899-01A
42 years, male, asian, stage:i
81.0
TCGA-BP-4973-01A
47 years, male, white, stage:iii
80.8
TCGA-BP-4763-01A
79 years, female, white, stage:i
80.8
TCGA-CJ-4638-01A
46 years, female, white, stage:iv
80.7
TCGA-CJ-4884-01A
72 years, female, white, stage:iii
80.6
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i
80.6
TCGA-A3-3365-01A
46 years, male, white, stage:i
80.3
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii
80.3
TCGA-A3-3373-01A
54 years, female, white, stage:i
80.3
TCGA-CZ-4864-01A
86 years, male, white, stage:ii
80.2
TCGA-A3-3352-01A
male, white, stage:iii
80.1
TCGA-BP-5170-01A
55 years, male, white, stage:i
80.0
TCGA-A3-3324-01A
51 years, male, white, stage:i
80.0
TCGA-BP-4972-01A
43 years, female, white, stage:iii
80.0
TCGA-AL-3472-01A
57 years, male, black or african american
80.0
TCGA-BP-4334-01A
56 years, male, white, stage:iii
79.9
TCGA-G7-A8LC-01A
61 years, male, white, stage:i
79.9
TCGA-CJ-4637-01A
52 years, female, white, stage:iv
79.8
TCGA-BP-4790-01A
76 years, male, white, stage:i
79.7
TCGA-A3-3325-01A
52 years, male, white, stage:i
79.7
TCGA-B0-5692-01A
66 years, female, white, stage:iii
79.6
TCGA-CJ-4903-01A
50 years, male, white, stage:i
79.5
TCGA-CJ-4872-01A
51 years, male, white, stage:i
79.3
TCGA-BP-4807-01A
42 years, male, white, stage:i
78.8
TCGA-A3-3331-01A
86 years, female, white, stage:i
78.7
TCGA-CJ-4920-01A
64 years, female, white, stage:i
78.7
TCGA-BP-5186-01A
50 years, female, white, stage:i
78.6
TCGA-B1-A656-01A
64 years, male, white, stage:i
78.6
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i
78.4
TCGA-A3-3349-01A
34 years, female, white, stage:i
78.4
TCGA-BP-4964-01A
55 years, female, white, stage:i
78.4
TCGA-CZ-4865-01A
70 years, female, white, stage:i
78.3
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii
78.2
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i
77.8
TCGA-BP-5176-01A
78 years, female, white, stage:i
77.8
TCGA-KM-8476-01A
47 years, male, white, stage:i
77.7
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i
77.6
TCGA-BP-4170-01A
72 years, female, white, stage:i
77.3
TCGA-B0-4844-01A
60 years, male, white, stage:iv
77.1
TCGA-B0-5400-01A
59 years, female, white, stage:iii
77.0
TCGA-BP-4173-01A
47 years, male, white, stage:ii
77.0
TCGA-BP-4798-01A
74 years, male, white
76.9
TCGA-BP-4775-01A
55 years, female, white, stage:i
76.9
TCGA-CJ-5682-01A
60 years, male, white, stage:iv
76.8
TCGA-BP-4804-01A
59 years, male, white, stage:i
76.7
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i
76.5
TCGA-B8-4620-01A
70 years, female, white, stage:iii
76.2
TCGA-B8-4622-01A
57 years, male, white, stage:iv
76.2
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii
76.0
TCGA-BP-5007-01A
46 years, male, white, stage:ii
76.0
TCGA-BP-4332-01A
36 years, male, white, stage:iii
75.9
TCGA-CZ-5459-01A
63 years, male, white, stage:iii
75.9
TCGA-B0-5402-01A
64 years, male, white, stage:iv
75.8
TCGA-CJ-4890-01A
72 years, male, white, stage:iv
75.8
TCGA-A4-A57E-01A
59 years, male, white, stage:iv
75.6
TCGA-BP-4765-01A
43 years, male, white, stage:i
75.6
TCGA-BP-5175-01A
60 years, male, white, stage:i
75.6
TCGA-B0-5120-01A
72 years, female, white, stage:i
75.2
TCGA-BP-4347-01A
74 years, male, white, stage:iii
75.2
TCGA-BP-4331-01A
52 years, male, white, stage:i
75.1
TCGA-MM-A563-01A
41 years, male, black or african american
75.0
TCGA-B0-4688-01A
46 years, male, white, stage:iv
75.0
TCGA-CJ-5677-01A
54 years, female, white, stage:iv
75.0
TCGA-B2-4101-01A
52 years, male, white, stage:ii
74.9
TCGA-CJ-6031-01A
54 years, male, white, stage:i
74.9
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i
74.8
TCGA-B0-4706-01A
61 years, male, white, stage:iii
74.8
TCGA-B0-4838-01A
69 years, female, white, stage:i
74.7
TCGA-B0-5107-01A
65 years, female, white, stage:iv
74.7
TCGA-BP-4163-01A
60 years, female, white, stage:iii
74.6
TCGA-B0-5099-01A
88 years, female, white, stage:iii
74.5
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i
74.5
TCGA-BQ-5886-01A
75 years, male, white, stage:iii
74.2
TCGA-BQ-5885-01A
63 years, male, white, stage:iii
74.0
TCGA-B0-4852-01A
78 years, female, white, stage:ii
74.0
TCGA-BP-4987-01A
41 years, female, asian, stage:i
73.8
TCGA-B4-5844-01A
61 years, female, white, stage:ii
73.8
TCGA-CZ-5465-01A
76 years, female, stage:iii
73.7
TCGA-5P-A9K3-01A
59 years, male, white
73.6
TCGA-A4-A5DU-01A
45 years, female, white, stage:i
73.6
TCGA-MH-A856-01A
54 years, male, white, stage:i
73.5
TCGA-EU-5904-01A
47 years, female, white, stage:i
73.4
TCGA-B0-4693-01A
73 years, female, white, stage:iii
73.3
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii
73.1
TCGA-A3-3378-01A
60 years, male, white, stage:i
73.0
TCGA-BP-4176-01A
64 years, male, white, stage:i
72.9
TCGA-DV-5568-01A
26 years, male, white, stage:i
72.9
TCGA-A3-3383-01A
52 years, male, white, stage:i
72.9
TCGA-DW-5560-01A
38 years, female, white, stage:i
72.9
TCGA-A3-3351-01A
42 years, male, white, stage:ii
72.7
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i
72.5
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i
72.4
TCGA-BP-4999-01A
56 years, male, white, stage:i
72.3
TCGA-B0-5108-01A
54 years, male, white, stage:iii
72.3
TCGA-CJ-4905-01A
62 years, female, white, stage:i
71.9
TCGA-CJ-4889-01A
63 years, female, white, stage:i
71.9
TCGA-A3-3316-01A
57 years, male, white, stage:ii
71.9
TCGA-BP-4977-01A
57 years, male, white, stage:i
71.8
TCGA-CJ-4908-01A
38 years, male, white, stage:i
71.8
TCGA-CJ-4636-01A
51 years, male, white, stage:iii
71.8
TCGA-B2-3924-01A
73 years, male, white, stage:i
71.4
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii
71.2
TCGA-BP-4774-01A
57 years, female, white, stage:i
71.1
TCGA-CZ-5460-01A
55 years, male, white, stage:iv
71.0
TCGA-B0-4691-01A
55 years, male, white, stage:iv
71.0
TCGA-CJ-4900-01A
69 years, female, white, stage:iv
70.7
TCGA-BP-4326-01A
53 years, female, white, stage:i
70.7
TCGA-BP-5168-01A
75 years, male, white, stage:i
70.5
TCGA-BP-4161-01A
74 years, male, white, stage:i
70.4
TCGA-A3-3323-01A
53 years, male, white, stage:i
70.0
TCGA-CJ-4635-01A
48 years, male, white, stage:i
69.6
TCGA-AK-3431-01A
62 years, female, white, stage:ii
69.5
TCGA-CJ-4639-01A
49 years, female, white, stage:ii
69.2
TCGA-A3-3372-01A
64 years, male, white, stage:iii
69.1
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i
69.0
TCGA-B8-4151-01A
51 years, female, white, stage:iii
69.0
TCGA-B0-5706-01A
45 years, male, white, stage:ii
68.8
TCGA-B0-5081-01A
80 years, female, white, stage:iii
68.5
TCGA-GL-7966-01A
28 years, female, white, stage:iii
68.3
TCGA-CJ-4916-01A
69 years, female, white, stage:iii
68.3
TCGA-BP-5169-01A
70 years, male, white, stage:i
68.2
TCGA-BP-5196-01A
54 years, male, white, stage:i
67.8
TCGA-B0-4703-01A
51 years, male, white, stage:iv
67.8
TCGA-BP-4349-01A
68 years, female, white, stage:i
67.6
TCGA-B0-4819-01A
60 years, female, white, stage:iv
67.6
TCGA-AL-3473-01A
55 years, male, white, stage:ii
67.6
TCGA-B0-4818-01A
68 years, female, white, stage:ii
67.6
TCGA-B4-5834-01A
59 years, male, white, stage:i
67.4
TCGA-CJ-4885-01A
64 years, male, white, stage:iv
67.4
TCGA-BP-4991-01A
54 years, male, white, stage:i
67.2
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii
67.0
TCGA-A3-3343-01A
79 years, male, white, stage:ii
67.0
TCGA-BP-4346-01A
57 years, male, white, stage:iii
66.9
TCGA-B0-4849-01A
51 years, male, white, stage:iii
66.7
TCGA-BP-4158-01A
69 years, male, white, stage:i
66.7
TCGA-BP-4351-01A
51 years, female, white, stage:iii
66.6
TCGA-A3-3358-01A
57 years, female, white, stage:i
66.5
TCGA-CZ-4866-01A
79 years, female, white, stage:i
66.4
TCGA-CJ-4892-01A
65 years, female, white, stage:i
65.9
TCGA-CJ-4918-01A
64 years, male, white, stage:iv
65.8
TCGA-B0-4814-01A
58 years, male, white, stage:iv
65.6
TCGA-B0-5077-01A
77 years, male, white, stage:i
65.1
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i
65.0
TCGA-CZ-5469-01A
41 years, male, white, stage:ii
64.8
TCGA-B0-4810-01A
47 years, male, white, stage:iii
64.7
TCGA-CJ-4869-01A
49 years, male, white, stage:iii
64.4
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii
64.2
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii
63.8
TCGA-CJ-4912-01A
61 years, male, white, stage:ii
63.7
TCGA-BP-5199-01A
58 years, male, white, stage:ii
63.6
TCGA-B0-4710-01A
75 years, female, white, stage:iii
63.5
TCGA-BP-4761-01A
57 years, male, white, stage:iii
63.4
TCGA-BP-4758-01A
40 years, male, white, stage:i
63.1
TCGA-B0-5106-01A
64 years, male, white, stage:i
62.8
TCGA-BP-4969-01A
63 years, female, white, stage:i
62.7
TCGA-AK-3434-01A
72 years, male, white, stage:i
62.4
TCGA-BP-5191-01A
80 years, male, white, stage:iii
62.4
TCGA-B0-4945-01A
75 years, female, white, stage:i
62.3
TCGA-BP-5182-01A
56 years, male, white, stage:i
62.0
TCGA-B0-4846-01A
52 years, male, white, stage:iv
61.8
TCGA-BP-5009-01A
52 years, male, white, stage:i
61.6
TCGA-CJ-4881-01A
41 years, male, white, stage:iii
61.3
TCGA-B0-5690-01A
53 years, female, white, stage:i
61.2
TCGA-A3-3329-01A
75 years, male, white, stage:i
61.2
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii
61.1
TCGA-AK-3455-01A
71 years, female, white, stage:iii
61.0
TCGA-B0-4816-01A
49 years, male, white, stage:ii
60.8
TCGA-BP-4344-01A
75 years, female, white, stage:i
60.8
TCGA-B0-4828-01A
79 years, male, white, stage:iv
60.6
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii
60.5
TCGA-A3-3357-01A
62 years, male, white, stage:ii
60.2
TCGA-A3-3308-01A
77 years, female, white, stage:iii
60.1
TCGA-B0-4824-01A
49 years, female, white, stage:i
59.9
TCGA-CZ-5457-01A
62 years, male, white, stage:iii
59.9
TCGA-CJ-4643-01A
67 years, female, white, stage:ii
59.7
TCGA-AK-3451-01A
48 years, male, white, stage:ii
59.6
TCGA-B4-5835-01A
64 years, female, white, stage:i
59.3
TCGA-CJ-4902-01A
61 years, male, white, stage:iii
59.3
TCGA-B0-5115-01A
43 years, male, white, stage:iv
59.1
TCGA-CW-6090-01A
68 years, male, white, stage:i
59.1
TCGA-CJ-4888-01A
59 years, male, white, stage:iv
59.1
TCGA-5P-A9JW-01A
64 years, male, white
59.0
TCGA-B0-5102-01A
74 years, female, white, stage:i
59.0
TCGA-B0-5080-01A
63 years, male, white, stage:iv
58.9
TCGA-B2-4099-01A
83 years, male, white, stage:i
58.3
TCGA-BP-4329-01A
75 years, male, white, stage:iii
58.3
TCGA-BP-4759-01A
50 years, male, white, stage:i
58.2
TCGA-BP-5004-01A
53 years, male, white, stage:i
58.0
TCGA-BP-4166-01A
69 years, male, white, stage:iii
57.9
TCGA-CJ-4640-01A
49 years, male, white, stage:iii
57.8
TCGA-B0-5121-01A
56 years, male, white, stage:i
57.8
TCGA-B0-4839-01A
80 years, female, white, stage:i
57.8
TCGA-B8-4154-01A
73 years, female, white, stage:i
57.7
TCGA-BP-5177-01A
46 years, female, white, stage:i
57.2
TCGA-KO-8404-01A
78 years, male, white, stage:iv
56.9
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii
56.7
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i
56.6
TCGA-BP-4165-01A
64 years, female, white, stage:i
56.6
TCGA-B0-4821-01A
68 years, female, asian, stage:iii
56.4
TCGA-B0-4833-01A
82 years, female, white, stage:i
56.2
TCGA-BP-4327-01A
75 years, female, white, stage:ii
56.1
TCGA-B1-A47N-01A
62 years, male, white, stage:i
55.9
TCGA-BP-4986-01A
75 years, male, white, stage:i
55.4
TCGA-HE-A5NK-01A
82 years, male
54.8
TCGA-CJ-4895-01A
62 years, male, white, stage:iv
54.5
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii
54.3
TCGA-BP-4167-01A
60 years, male, white, stage:iii
54.2
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i
53.9
TCGA-BP-4974-01A
58 years, male, white, stage:iv
53.8
TCGA-HE-A5NI-01A
73 years, male, stage:i
53.4
TCGA-BP-4960-01A
46 years, male, white, stage:ii
53.3
TCGA-B0-5092-01A
53 years, female, white, stage:iv
53.3
TCGA-CJ-4873-01A
85 years, female, white, stage:iii
53.2
TCGA-BP-5173-01A
75 years, male, white, stage:i
53.2
TCGA-B0-4845-01A
70 years, male, white, stage:iv
53.2
TCGA-B8-4153-01B
74 years, male, white, stage:iii
53.1
TCGA-BP-4776-01A
52 years, male, white, stage:i
53.1
TCGA-BP-4770-01A
73 years, female, white, stage:iv
52.9
TCGA-BP-4159-01A
70 years, male, white, stage:i
52.5
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i
52.5
TCGA-BQ-5887-01A
54 years, male, white, stage:iii
52.4
TCGA-B0-5702-01A
71 years, male, white, stage:i
52.3
TCGA-SX-A7SS-01A
67 years, male, white, stage:i
52.2
TCGA-BP-4771-01A
62 years, male, white, stage:iv
52.1
TCGA-BP-4981-01A
75 years, female, white, stage:iii
52.0
TCGA-BP-4968-01A
40 years, male, white, stage:i
51.0
TCGA-B0-4842-01A
74 years, female, white, stage:iii
51.0
TCGA-AK-3458-01A
48 years, male, white, stage:i
50.8
TCGA-B0-5095-01A
81 years, male, white, stage:iii
50.8
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i
50.5
TCGA-BP-4335-01A
65 years, female, white, stage:iv
50.5
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv
50.0
TCGA-AK-3453-01A
58 years, female, white, stage:ii
50.0
TCGA-B0-5088-01A
53 years, male, white, stage:i
49.5
TCGA-B0-4827-01A
77 years, female, white, stage:iii
49.1
TCGA-5P-A9K2-01A
62 years, male, white
48.9
TCGA-B0-4847-01A
60 years, male, white, stage:iv
48.7
TCGA-BP-4337-01A
76 years, female, white, stage:iii
48.7
TCGA-B0-4843-01A
57 years, male, white, stage:iii
47.8
TCGA-B0-4817-01A
81 years, male, white, stage:iii
47.8
TCGA-CJ-4876-01A
57 years, male, white, stage:ii
47.7
TCGA-B0-4822-01A
78 years, male, white, stage:ii
47.6
TCGA-B0-4698-01A
75 years, male, white, stage:iv
47.6
TCGA-BP-5000-01A
40 years, male, white, stage:i
47.6
TCGA-KN-8427-01A
54 years, male, white, stage:iv
47.3
TCGA-BP-4345-01A
62 years, male, white, stage:iii
47.1
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv
47.0
TCGA-BP-4799-01A
70 years, male, white, stage:iii
46.5
TCGA-G7-6795-01A
56 years, male, white, stage:i
46.4
TCGA-B8-4146-01B
41 years, female, white, stage:i
46.3
TCGA-CJ-4901-01A
47 years, male, white, stage:iii
46.3
TCGA-AK-3454-01A
84 years, male, white, stage:i
46.1
TCGA-AK-3426-01A
37 years, male, white, stage:iii
46.1
TCGA-CJ-4642-01B
47 years, male, white, stage:ii
45.6
TCGA-BP-4355-01A
59 years, female, white, stage:iii
45.4
TCGA-BP-4989-01A
58 years, male, white, stage:iii
45.3
TCGA-CJ-4891-01A
57 years, female, white, stage:iii
45.2
TCGA-B0-4813-01A
68 years, male, white, stage:iii
45.2
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv
45.2
TCGA-B4-5832-01A
65 years, male, white, stage:iii
44.4
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i
43.9
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii
43.7
TCGA-B2-5633-01B
56 years, male, white, stage:i
43.7
TCGA-BP-4341-01A
67 years, male, white, stage:iii
43.4
TCGA-AL-3466-01A
41 years, male, white, stage:iv
43.0
TCGA-B0-4714-01A
81 years, male, white, stage:iv
42.6
TCGA-B0-5085-01A
76 years, female, white, stage:iii
42.0
TCGA-BP-5010-01A
63 years, male, white, stage:iii
41.9
TCGA-B2-5635-01A
74 years, male, white, stage:i
41.9
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv
41.3
TCGA-B0-4713-01A
76 years, female, white, stage:iii
41.2
TCGA-B3-4104-01A
75 years, male, white, stage:ii
41.1
TCGA-B0-4811-01A
48 years, male, white, stage:iii
40.5
TCGA-B0-4718-01A
57 years, male, white, stage:iii
40.0
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i
39.8
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii
38.8
TCGA-MH-A560-01A
62 years, male, white, stage:i
38.3
TCGA-BP-5001-01A
43 years, female, white, stage:i
38.1
TCGA-WN-A9G9-01A
male, white, stage:i
37.4
TCGA-B0-4697-01A
46 years, female, white, stage:iv
37.0
TCGA-BP-5185-01A
56 years, male, white, stage:i
36.5
TCGA-CZ-5989-01A
60 years, male, white, stage:ii
35.9
TCGA-MM-A564-01A
68 years, male, black or african american, stage:ii
35.0
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i
34.7
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i
33.9
TCGA-B0-5084-01A
33 years, male, white, stage:iv
33.5
TCGA-BP-4971-01A
40 years, male, white, stage:iii
31.0
TCGA-KL-8327-01A
46 years, female, white, stage:i
29.6
TCGA-CJ-4875-01A
67 years, male, white, stage:iv
29.1
TCGA-WN-AB4C-01A
female, white, stage:i
28.6
TCGA-BP-4992-01A
66 years, male, white, stage:i
27.6
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i
26.8
TCGA-B0-4841-01A
63 years, male, white, stage:iv
25.1
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i
23.4
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i
13.1
Show all
Best separation
Median separation
Expression cutoffi
5-year survival for patients with higher expression than the expression cutoff.
61.2 FPKM
82.6 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%
72%
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.
43%
55%
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
98.4
Number of samples
528
Samples
Sample
Description
FPKM
TCGA-AK-3443-01A
45 years, male, white, stage:ii
743.6
TCGA-AK-3440-01A
58 years, male, white, stage:i
582.8
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i
542.0
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i
498.5
TCGA-CW-5591-01A
56 years, male, white, stage:iv
487.8
TCGA-B0-4834-01A
49 years, male, white, stage:i
458.9
TCGA-B4-5378-01A
62 years, male, white, stage:i
426.3
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i
415.8
TCGA-BP-4177-01A
65 years, male, white, stage:i
407.4
TCGA-A3-3328-01A
79 years, male, white, stage:i
401.1
TCGA-B2-5636-01A
79 years, male, white, stage:i
373.3
TCGA-AK-3433-01A
48 years, female, white, stage:ii
361.8
TCGA-B2-3923-01A
59 years, male, white, stage:ii
309.1
TCGA-BP-4769-01A
63 years, male, white, stage:i
306.8
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i
298.9
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i
291.2
TCGA-BP-4784-01A
67 years, female, white, stage:i
278.9
TCGA-BP-4994-01A
54 years, male, white, stage:i
267.8
TCGA-B0-5083-01A
63 years, male, white, stage:i
265.8
TCGA-BP-4795-01A
74 years, female, white, stage:i
249.3
TCGA-B0-5707-01A
39 years, female, white, stage:i
247.3
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i
234.3
TCGA-BP-4995-01A
68 years, male, white, stage:i
217.6
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i
208.4
TCGA-B0-5117-01A
40 years, male, white, stage:i
199.0
TCGA-CJ-5681-01A
44 years, female, white, stage:iv
193.4
TCGA-B8-4619-01A
58 years, male, white, stage:i
190.0
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i
182.3
TCGA-B0-5697-01A
50 years, male, white, stage:i
180.7
TCGA-B0-5691-01A
66 years, female, white, stage:i
180.3
TCGA-B0-4699-01A
74 years, male, white, stage:iv
180.2
TCGA-CJ-5680-01A
65 years, female, white, stage:iv
171.4
TCGA-B8-5165-01A
43 years, male, white, stage:i
168.0
TCGA-A3-3363-01A
50 years, male, asian, stage:ii
167.1
TCGA-A3-3382-01A
69 years, male, white, stage:i
167.0
TCGA-DV-5566-01A
67 years, female, white, stage:i
163.7
TCGA-B8-5158-01A
56 years, male, white, stage:iii
161.2
TCGA-CW-5581-01A
44 years, male, white, stage:i
155.9
TCGA-CZ-5985-01A
58 years, male, white, stage:ii
154.9
TCGA-G6-A8L7-01A
81 years, female, black or african american, stage:i
153.3
TCGA-B0-5701-01A
65 years, male, white, stage:iii
152.8
TCGA-CZ-5984-01A
51 years, male, white, stage:i
151.8
TCGA-CZ-5982-01A
59 years, female, white, stage:i
151.5
TCGA-CZ-5470-01A
72 years, female, stage:ii
149.5
TCGA-DV-5573-01A
41 years, male, white, stage:i
147.7
TCGA-EU-5905-01A
67 years, female, white, stage:i
147.1
TCGA-B0-4712-01A
76 years, male, white, stage:iv
146.7
TCGA-CJ-6027-01A
77 years, male, white, stage:i
146.4
TCGA-AK-3461-01A
72 years, male, white, stage:i
145.2
TCGA-BP-4983-01A
67 years, female, asian, stage:iii
144.3
TCGA-B8-5553-01A
67 years, female, white, stage:i
143.2
TCGA-A3-3387-01A
49 years, male, white, stage:i
141.4
TCGA-B0-4836-01A
61 years, male, white, stage:iv
141.4
TCGA-B2-5639-01A
46 years, male, white, stage:iv
139.9
TCGA-CZ-4858-01A
39 years, male, white, stage:ii
139.8
TCGA-BP-4985-01A
72 years, male, white, stage:iii
139.5
TCGA-CZ-5454-01A
63 years, male, white, stage:iv
137.8
TCGA-A3-3385-01A
46 years, female, white, stage:i
135.2
TCGA-BP-5183-01A
57 years, male, white, stage:iii
131.6
TCGA-CJ-6028-01A
58 years, male, white, stage:iv
130.3
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i
130.2
TCGA-BP-5198-01A
72 years, male, white, stage:iii
129.6
TCGA-CZ-4857-01A
56 years, male, white, stage:iv
128.4
TCGA-BP-4787-01A
59 years, female, white, stage:iv
128.3
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i
128.2
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii
128.1
TCGA-BP-4353-01A
61 years, male, white, stage:i
126.7
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i
126.6
TCGA-A3-3362-01A
60 years, female, white, stage:i
126.1
TCGA-BP-5202-01A
75 years, male, white, stage:iii
125.6
TCGA-BP-4756-01A
63 years, female, asian, stage:i
125.6
TCGA-CJ-4878-01A
71 years, female, white, stage:iii
124.7
TCGA-BP-5180-01A
53 years, male, white, stage:i
124.5
TCGA-DV-5569-01A
29 years, female, white, stage:i
124.4
TCGA-B4-5377-01A
68 years, female, white, stage:iv
124.0
TCGA-AS-3777-01A
63 years, male, white, stage:i
123.5
TCGA-CJ-5683-01A
78 years, male, white, stage:i
122.9
TCGA-CW-5589-01A
52 years, male, white, stage:i
122.4
TCGA-A3-3317-01A
67 years, male, stage:ii
122.3
TCGA-CZ-5468-01A
84 years, male, white, stage:iv
122.1
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv
122.1
TCGA-BP-5178-01A
71 years, male, white, stage:iv
121.4
TCGA-CJ-5689-01A
90 years, male, white, stage:i
121.2
TCGA-B0-5696-01A
70 years, male, white, stage:iii
121.0
TCGA-B0-5700-01A
77 years, male, white, stage:i
120.5
TCGA-CZ-5456-01A
57 years, male, white, stage:ii
119.7
TCGA-CZ-5987-01A
60 years, male, white, stage:iv
119.4
TCGA-CZ-5988-01A
38 years, male, white, stage:i
119.4
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i
118.6
TCGA-CW-5587-01A
62 years, female, white, stage:iii
118.0
TCGA-CZ-4856-01A
62 years, female, white, stage:i
117.7
TCGA-CW-6093-01A
73 years, male, white, stage:i
117.5
TCGA-AK-3436-01A
40 years, male, white, stage:iv
116.9
TCGA-CZ-5464-01A
69 years, male, white, stage:iv
116.8
TCGA-A3-3380-01A
54 years, male, stage:i
116.8
TCGA-B0-5119-01A
61 years, female, white, stage:i
116.0
TCGA-A3-3347-01A
76 years, female, white, stage:iii
115.7
TCGA-BP-4976-01A
77 years, male, white, stage:i
115.6
TCGA-B2-5641-01A
79 years, male, white, stage:i
115.3
TCGA-AK-3447-01A
84 years, male, white, stage:ii
115.3
TCGA-B0-5705-01A
65 years, female, white, stage:i
115.1
TCGA-A3-3326-01A
47 years, male, white, stage:i
114.9
TCGA-BP-5201-01A
63 years, male, white, stage:iv
114.5
TCGA-CZ-5461-01A
52 years, male, white, stage:iv
114.5
TCGA-CJ-5679-01A
73 years, male, white, stage:iii
113.8
TCGA-B0-5699-01A
53 years, male, white, stage:i
112.7
TCGA-B0-4701-01A
66 years, female, white, stage:iv
112.4
TCGA-AK-3427-01A
65 years, male, white, stage:i
112.4
TCGA-BP-5189-01A
60 years, male, white, stage:i
112.2
TCGA-CZ-5453-01A
67 years, male, white, stage:ii
111.8
TCGA-CZ-5463-01A
76 years, male, white, stage:ii
111.4
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii
111.3
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i
110.9
TCGA-B0-5109-01A
69 years, male, white, stage:iii
110.9
TCGA-BP-5181-01A
58 years, female, white, stage:i
110.7
TCGA-BP-4967-01A
76 years, male, white, stage:iii
110.4
TCGA-BP-4965-01A
46 years, male, white, stage:i
109.3
TCGA-CJ-6032-01A
63 years, female, white, stage:ii
109.2
TCGA-CW-5584-01A
74 years, male, white, stage:iii
109.0
TCGA-B0-4848-01A
54 years, male, white, stage:iii
108.7
TCGA-B0-5703-01A
73 years, male, white, stage:i
107.9
TCGA-BP-5008-01A
46 years, male, white, stage:i
107.9
TCGA-B0-4696-01A
58 years, male, white, stage:iii
107.8
TCGA-DV-5574-01A
37 years, male, white, stage:i
107.8
TCGA-CZ-5455-01A
63 years, male, white, stage:iv
107.6
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii
107.4
TCGA-B8-5164-01A
65 years, male, white, stage:iii
107.2
TCGA-DV-5575-01A
52 years, female, white, stage:i
106.4
TCGA-CZ-4861-01A
63 years, male, white, stage:ii
106.1
TCGA-CJ-5675-01A
70 years, male, white, stage:ii
105.8
TCGA-CW-5585-01A
51 years, male, white, stage:iv
105.7
TCGA-A3-3346-01A
68 years, male, white, stage:i
105.5
TCGA-B8-5550-01A
71 years, male, white, stage:iii
105.4
TCGA-BP-4354-01A
41 years, male, white, stage:iv
105.3
TCGA-EU-5906-01A
55 years, male, white, stage:i
105.1
TCGA-CJ-5676-01A
47 years, male, white, stage:iii
104.6
TCGA-CW-5590-01A
51 years, male, white, stage:iv
104.5
TCGA-CW-5580-01A
73 years, female, white, stage:iv
104.3
TCGA-B0-4815-01A
65 years, male, white, stage:iii
104.2
TCGA-B0-5116-01A
53 years, male, white, stage:iii
103.1
TCGA-CZ-4853-01A
82 years, male, white, stage:i
103.0
TCGA-CZ-5451-01A
74 years, male, white, stage:ii
102.9
TCGA-BP-4961-01A
47 years, male, white, stage:i
102.4
TCGA-CZ-5466-01A
67 years, male, stage:iii
102.3
TCGA-BP-5006-01A
61 years, male, white, stage:i
102.3
TCGA-B0-4837-01A
63 years, male, white, stage:i
102.2
TCGA-B2-4102-01A
61 years, male, white, stage:i
101.5
TCGA-CW-6097-01A
32 years, male, white, stage:iii
100.9
TCGA-CZ-4854-01A
68 years, male, white, stage:i
100.6
TCGA-BP-5194-01A
39 years, male, white, stage:i
100.4
TCGA-DV-5565-01A
59 years, male, white, stage:i
100.3
TCGA-BP-4797-01A
34 years, male, white, stage:iii
100.2
TCGA-A3-3306-01A
67 years, male, white, stage:i
100.1
TCGA-BP-4959-01A
49 years, male, white, stage:i
100.0
TCGA-CW-5583-01A
51 years, female, white, stage:i
99.9
TCGA-BP-4975-01A
40 years, male, white, stage:i
99.8
TCGA-BP-4338-01A
43 years, male, white, stage:i
99.8
TCGA-CZ-5458-01A
43 years, male, white, stage:iii
99.6
TCGA-B4-5836-01A
61 years, female, white, stage:i
99.5
TCGA-BP-4352-01A
74 years, female, white, stage:iv
99.4
TCGA-CJ-4871-01A
63 years, male, white, stage:iv
99.3
TCGA-BP-5184-01A
54 years, male, white, stage:i
98.8
TCGA-A3-3307-01A
66 years, male, stage:iii
98.8
TCGA-B0-4690-01A
65 years, male, white, stage:iv
98.7
TCGA-CJ-4874-01A
73 years, female, white, stage:i
98.6
TCGA-CJ-4897-01A
79 years, female, white, stage:iii
98.0
TCGA-B0-5709-01A
62 years, female, white, stage:iii
97.9
TCGA-B0-4707-01A
63 years, male, white, stage:iii
97.2
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i
97.2
TCGA-BP-4766-01A
43 years, female, white, stage:i
97.2
TCGA-CW-5588-01A
78 years, female, white, stage:i
97.1
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii
97.1
TCGA-B8-5159-01A
61 years, female, white, stage:i
96.8
TCGA-CZ-4863-01A
51 years, female, white, stage:iii
96.6
TCGA-CJ-4904-01A
60 years, female, white, stage:iv
96.3
TCGA-BP-4962-01A
58 years, male, white, stage:ii
96.3
TCGA-BP-4340-01A
70 years, female, white, stage:i
96.3
TCGA-B4-5843-01A
45 years, male, white, stage:i
96.2
TCGA-A3-3335-01A
41 years, male, white, stage:ii
96.1
TCGA-B0-5694-01A
71 years, male, white, stage:iii
96.1
TCGA-B0-5097-01A
59 years, female, white, stage:iii
95.9
TCGA-B8-5162-01A
63 years, male, white, stage:ii
95.8
TCGA-BP-4782-01A
55 years, female, white, stage:i
95.7
TCGA-A3-3370-01A
48 years, female, white, stage:i
95.6
TCGA-CZ-5462-01A
83 years, male, white, stage:iv
95.6
TCGA-BP-5190-01A
61 years, male, white, stage:i
95.1
TCGA-A3-3319-01A
70 years, male, white, stage:i
95.1
TCGA-AK-3450-01A
85 years, female, white, stage:i
94.9
TCGA-CZ-4859-01A
59 years, female, white, stage:i
94.7
TCGA-BP-4160-01A
67 years, male, white, stage:iii
94.3
TCGA-B0-5399-01A
46 years, male, white, stage:i
94.0
TCGA-CZ-5452-01A
69 years, male, white, stage:ii
94.0
TCGA-B4-5838-01A
52 years, male, white
93.9
TCGA-CJ-4641-01A
55 years, female, white, stage:iv
93.8
TCGA-BP-4970-01A
44 years, male, asian, stage:iii
93.8
TCGA-A3-3322-01A
51 years, male, white, stage:i
93.6
TCGA-CZ-5467-01A
86 years, female, white, stage:iii
93.5
TCGA-CW-6088-01A
60 years, male, white, stage:i
93.4
TCGA-B0-5094-01A
62 years, male, white, stage:iv
92.8
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i
92.5
TCGA-BP-4781-01A
78 years, male, white, stage:i
92.5
TCGA-CZ-5986-01A
61 years, male, white, stage:i
92.5
TCGA-BP-4762-01A
42 years, male, white, stage:i
92.3
TCGA-AK-3429-01A
54 years, female, white, stage:ii
92.2
TCGA-B0-5693-01A
47 years, female, white, stage:i
92.0
TCGA-BP-4982-01A
42 years, male, white, stage:i
91.9
TCGA-BP-4342-01A
79 years, male, white, stage:ii
91.9
TCGA-BP-4343-01A
64 years, male, white, stage:iii
91.8
TCGA-BP-5200-01A
44 years, male, white, stage:ii
91.7
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i
91.6
TCGA-CJ-4644-01A
48 years, female, white, stage:iv
91.4
TCGA-A3-3311-01A
58 years, male, stage:i
91.3
TCGA-CJ-4887-01A
48 years, male, white, stage:iv
91.3
TCGA-B8-5549-01A
53 years, male, white, stage:i
91.1
TCGA-CJ-5684-01A
61 years, male, white, stage:iii
90.2
TCGA-CZ-4860-01A
60 years, male, white, stage:iv
90.0
TCGA-BP-5174-01A
45 years, female, white, stage:i
89.8
TCGA-B0-5695-01A
61 years, female, white, stage:i
89.7
TCGA-AK-3428-01A
62 years, male, white, stage:iii
89.4
TCGA-B0-5713-01A
75 years, female, white, stage:iii
89.3
TCGA-BP-4162-01A
65 years, female, white, stage:i
89.3
TCGA-B0-5075-01A
77 years, female, white, stage:iii
89.3
TCGA-B0-4694-01A
72 years, male, white, stage:iii
89.2
TCGA-B0-5711-01A
50 years, male, white, stage:iii
89.0
TCGA-CJ-4893-01A
76 years, female, white, stage:i
88.7
TCGA-B0-5104-01A
90 years, female, white, stage:i
88.7
TCGA-B8-5163-01A
63 years, female, white, stage:iii
88.4
TCGA-B0-4823-01A
88 years, male, white, stage:i
88.4
TCGA-BP-5187-01A
54 years, male, white, stage:i
88.3
TCGA-BP-4169-01A
76 years, female, white, stage:ii
88.0
TCGA-BP-4803-01A
79 years, male, white, stage:iii
88.0
TCGA-CW-6087-01A
61 years, male, white, stage:iv
87.5
TCGA-A3-3359-01A
82 years, female, white, stage:i
87.0
TCGA-BP-4993-01A
58 years, male, white, stage:i
86.9
TCGA-B0-5096-01A
72 years, female, white, stage:iii
86.5
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii
86.5
TCGA-CJ-5672-01A
84 years, male, white, stage:i
86.4
TCGA-CJ-4894-01A
58 years, male, white, stage:iii
86.1
TCGA-AK-3460-01A
58 years, male, white, stage:i
86.1
TCGA-CJ-6030-01A
66 years, male, white, stage:i
86.0
TCGA-A3-3367-01A
72 years, male, white, stage:i
85.9
TCGA-BP-4325-01A
64 years, female, white, stage:i
85.9
TCGA-BP-4801-01A
57 years, male, white, stage:i
85.8
TCGA-BP-4998-01A
49 years, male, asian, stage:i
85.6
TCGA-BP-4768-01A
72 years, female, white, stage:i
85.5
TCGA-AK-3445-01A
69 years, male, white, stage:iii
85.4
TCGA-CJ-5686-01A
59 years, female, white, stage:i
85.4
TCGA-BP-4789-01A
48 years, male, white, stage:i
85.3
TCGA-CJ-4886-01A
43 years, female, white, stage:i
85.1
TCGA-CZ-4862-01A
46 years, male, white, stage:i
84.9
TCGA-CJ-4907-01A
58 years, male, white, stage:iii
84.7
TCGA-B8-5552-01B
41 years, female, white, stage:i
84.5
TCGA-AK-3425-01A
68 years, male, white, stage:i
84.5
TCGA-B0-5812-01A
53 years, male, white, stage:i
84.5
TCGA-AS-3778-01A
35 years, male, white, stage:i
84.4
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i
84.3
TCGA-B0-5110-01A
71 years, female, white, stage:i
84.2
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i
84.1
TCGA-A3-3320-01A
52 years, female, white, stage:i
84.1
TCGA-BP-5195-01A
75 years, male, white, stage:i
83.8
TCGA-B0-4700-01A
60 years, male, white, stage:iv
83.6
TCGA-B0-5710-01A
57 years, male, white, stage:i
83.4
TCGA-BP-4164-01A
51 years, female, white, stage:iii
82.8
TCGA-B8-4143-01A
66 years, female, white, stage:iv
82.7
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv
82.6
TCGA-BP-4777-01A
46 years, male, white, stage:i
82.3
TCGA-CJ-4868-01A
42 years, male, white, stage:iv
82.2
TCGA-B8-4148-01A
63 years, female, white, stage:i
82.1
TCGA-BP-4963-01A
64 years, male, white, stage:i
82.1
TCGA-B0-5113-01A
69 years, female, white, stage:iii
82.0
TCGA-CJ-5671-01A
51 years, male, white, stage:i
82.0
TCGA-BP-4174-01A
49 years, male, white, stage:ii
81.8
TCGA-BP-5192-01A
59 years, male, white, stage:i
81.7
TCGA-CJ-4634-01A
60 years, female, white, stage:i
81.6
TCGA-CJ-6033-01A
54 years, female, white, stage:iv
81.6
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i
81.5
TCGA-EU-5907-01A
81 years, male, white, stage:iii
81.3
TCGA-CJ-4899-01A
42 years, male, asian, stage:i
81.0
TCGA-BP-4973-01A
47 years, male, white, stage:iii
80.8
TCGA-BP-4763-01A
79 years, female, white, stage:i
80.8
TCGA-CJ-4638-01A
46 years, female, white, stage:iv
80.7
TCGA-CJ-4884-01A
72 years, female, white, stage:iii
80.6
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i
80.6
TCGA-A3-3365-01A
46 years, male, white, stage:i
80.3
TCGA-A3-3373-01A
54 years, female, white, stage:i
80.3
TCGA-CZ-4864-01A
86 years, male, white, stage:ii
80.2
TCGA-A3-3352-01A
male, white, stage:iii
80.1
TCGA-BP-5170-01A
55 years, male, white, stage:i
80.0
TCGA-A3-3324-01A
51 years, male, white, stage:i
80.0
TCGA-BP-4972-01A
43 years, female, white, stage:iii
80.0
TCGA-BP-4334-01A
56 years, male, white, stage:iii
79.9
TCGA-CJ-4637-01A
52 years, female, white, stage:iv
79.8
TCGA-BP-4790-01A
76 years, male, white, stage:i
79.7
TCGA-A3-3325-01A
52 years, male, white, stage:i
79.7
TCGA-B0-5692-01A
66 years, female, white, stage:iii
79.6
TCGA-CJ-4903-01A
50 years, male, white, stage:i
79.5
TCGA-CJ-4872-01A
51 years, male, white, stage:i
79.3
TCGA-BP-4807-01A
42 years, male, white, stage:i
78.8
TCGA-A3-3331-01A
86 years, female, white, stage:i
78.7
TCGA-CJ-4920-01A
64 years, female, white, stage:i
78.7
TCGA-BP-5186-01A
50 years, female, white, stage:i
78.6
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i
78.4
TCGA-A3-3349-01A
34 years, female, white, stage:i
78.4
TCGA-BP-4964-01A
55 years, female, white, stage:i
78.4
TCGA-CZ-4865-01A
70 years, female, white, stage:i
78.3
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii
78.2
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i
77.8
TCGA-BP-5176-01A
78 years, female, white, stage:i
77.8
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i
77.6
TCGA-BP-4170-01A
72 years, female, white, stage:i
77.3
TCGA-B0-4844-01A
60 years, male, white, stage:iv
77.1
TCGA-B0-5400-01A
59 years, female, white, stage:iii
77.0
TCGA-BP-4173-01A
47 years, male, white, stage:ii
77.0
TCGA-BP-4798-01A
74 years, male, white
76.9
TCGA-BP-4775-01A
55 years, female, white, stage:i
76.9
TCGA-CJ-5682-01A
60 years, male, white, stage:iv
76.8
TCGA-BP-4804-01A
59 years, male, white, stage:i
76.7
TCGA-B8-4620-01A
70 years, female, white, stage:iii
76.2
TCGA-B8-4622-01A
57 years, male, white, stage:iv
76.2
TCGA-BP-5007-01A
46 years, male, white, stage:ii
76.0
TCGA-BP-4332-01A
36 years, male, white, stage:iii
75.9
TCGA-CZ-5459-01A
63 years, male, white, stage:iii
75.9
TCGA-B0-5402-01A
64 years, male, white, stage:iv
75.8
TCGA-CJ-4890-01A
72 years, male, white, stage:iv
75.8
TCGA-BP-4765-01A
43 years, male, white, stage:i
75.6
TCGA-BP-5175-01A
60 years, male, white, stage:i
75.6
TCGA-B0-5120-01A
72 years, female, white, stage:i
75.2
TCGA-BP-4347-01A
74 years, male, white, stage:iii
75.2
TCGA-BP-4331-01A
52 years, male, white, stage:i
75.1
TCGA-MM-A563-01A
41 years, male, black or african american
75.0
TCGA-B0-4688-01A
46 years, male, white, stage:iv
75.0
TCGA-CJ-5677-01A
54 years, female, white, stage:iv
75.0
TCGA-B2-4101-01A
52 years, male, white, stage:ii
74.9
TCGA-CJ-6031-01A
54 years, male, white, stage:i
74.9
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i
74.8
TCGA-B0-4706-01A
61 years, male, white, stage:iii
74.8
TCGA-B0-4838-01A
69 years, female, white, stage:i
74.7
TCGA-B0-5107-01A
65 years, female, white, stage:iv
74.7
TCGA-BP-4163-01A
60 years, female, white, stage:iii
74.6
TCGA-B0-5099-01A
88 years, female, white, stage:iii
74.5
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i
74.5
TCGA-B0-4852-01A
78 years, female, white, stage:ii
74.0
TCGA-BP-4987-01A
41 years, female, asian, stage:i
73.8
TCGA-B4-5844-01A
61 years, female, white, stage:ii
73.8
TCGA-CZ-5465-01A
76 years, female, stage:iii
73.7
TCGA-EU-5904-01A
47 years, female, white, stage:i
73.4
TCGA-B0-4693-01A
73 years, female, white, stage:iii
73.3
TCGA-A3-3378-01A
60 years, male, white, stage:i
73.0
TCGA-BP-4176-01A
64 years, male, white, stage:i
72.9
TCGA-DV-5568-01A
26 years, male, white, stage:i
72.9
TCGA-A3-3383-01A
52 years, male, white, stage:i
72.9
TCGA-A3-3351-01A
42 years, male, white, stage:ii
72.7
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i
72.5
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i
72.4
TCGA-BP-4999-01A
56 years, male, white, stage:i
72.3
TCGA-B0-5108-01A
54 years, male, white, stage:iii
72.3
TCGA-CJ-4905-01A
62 years, female, white, stage:i
71.9
TCGA-CJ-4889-01A
63 years, female, white, stage:i
71.9
TCGA-A3-3316-01A
57 years, male, white, stage:ii
71.9
TCGA-BP-4977-01A
57 years, male, white, stage:i
71.8
TCGA-CJ-4908-01A
38 years, male, white, stage:i
71.8
TCGA-CJ-4636-01A
51 years, male, white, stage:iii
71.8
TCGA-B2-3924-01A
73 years, male, white, stage:i
71.4
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii
71.2
TCGA-BP-4774-01A
57 years, female, white, stage:i
71.1
TCGA-CZ-5460-01A
55 years, male, white, stage:iv
71.0
TCGA-B0-4691-01A
55 years, male, white, stage:iv
71.0
TCGA-CJ-4900-01A
69 years, female, white, stage:iv
70.7
TCGA-BP-4326-01A
53 years, female, white, stage:i
70.7
TCGA-BP-5168-01A
75 years, male, white, stage:i
70.5
TCGA-BP-4161-01A
74 years, male, white, stage:i
70.4
TCGA-A3-3323-01A
53 years, male, white, stage:i
70.0
TCGA-CJ-4635-01A
48 years, male, white, stage:i
69.6
TCGA-AK-3431-01A
62 years, female, white, stage:ii
69.5
TCGA-CJ-4639-01A
49 years, female, white, stage:ii
69.2
TCGA-A3-3372-01A
64 years, male, white, stage:iii
69.1
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i
69.0
TCGA-B8-4151-01A
51 years, female, white, stage:iii
69.0
TCGA-B0-5706-01A
45 years, male, white, stage:ii
68.8
TCGA-B0-5081-01A
80 years, female, white, stage:iii
68.5
TCGA-CJ-4916-01A
69 years, female, white, stage:iii
68.3
TCGA-BP-5169-01A
70 years, male, white, stage:i
68.2
TCGA-BP-5196-01A
54 years, male, white, stage:i
67.8
TCGA-B0-4703-01A
51 years, male, white, stage:iv
67.8
TCGA-BP-4349-01A
68 years, female, white, stage:i
67.6
TCGA-B0-4819-01A
60 years, female, white, stage:iv
67.6
TCGA-B0-4818-01A
68 years, female, white, stage:ii
67.6
TCGA-B4-5834-01A
59 years, male, white, stage:i
67.4
TCGA-CJ-4885-01A
64 years, male, white, stage:iv
67.4
TCGA-BP-4991-01A
54 years, male, white, stage:i
67.2
TCGA-A3-3343-01A
79 years, male, white, stage:ii
67.0
TCGA-BP-4346-01A
57 years, male, white, stage:iii
66.9
TCGA-B0-4849-01A
51 years, male, white, stage:iii
66.7
TCGA-BP-4158-01A
69 years, male, white, stage:i
66.7
TCGA-BP-4351-01A
51 years, female, white, stage:iii
66.6
TCGA-A3-3358-01A
57 years, female, white, stage:i
66.5
TCGA-CZ-4866-01A
79 years, female, white, stage:i
66.4
TCGA-CJ-4892-01A
65 years, female, white, stage:i
65.9
TCGA-CJ-4918-01A
64 years, male, white, stage:iv
65.8
TCGA-B0-4814-01A
58 years, male, white, stage:iv
65.6
TCGA-B0-5077-01A
77 years, male, white, stage:i
65.1
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i
65.0
TCGA-CZ-5469-01A
41 years, male, white, stage:ii
64.8
TCGA-B0-4810-01A
47 years, male, white, stage:iii
64.7
TCGA-CJ-4869-01A
49 years, male, white, stage:iii
64.4
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii
64.2
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii
63.8
TCGA-CJ-4912-01A
61 years, male, white, stage:ii
63.7
TCGA-BP-5199-01A
58 years, male, white, stage:ii
63.6
TCGA-B0-4710-01A
75 years, female, white, stage:iii
63.5
TCGA-BP-4761-01A
57 years, male, white, stage:iii
63.4
TCGA-BP-4758-01A
40 years, male, white, stage:i
63.1
TCGA-B0-5106-01A
64 years, male, white, stage:i
62.8
TCGA-BP-4969-01A
63 years, female, white, stage:i
62.7
TCGA-AK-3434-01A
72 years, male, white, stage:i
62.4
TCGA-BP-5191-01A
80 years, male, white, stage:iii
62.4
TCGA-B0-4945-01A
75 years, female, white, stage:i
62.3
TCGA-BP-5182-01A
56 years, male, white, stage:i
62.0
TCGA-B0-4846-01A
52 years, male, white, stage:iv
61.8
TCGA-BP-5009-01A
52 years, male, white, stage:i
61.6
TCGA-CJ-4881-01A
41 years, male, white, stage:iii
61.3
TCGA-B0-5690-01A
53 years, female, white, stage:i
61.2
TCGA-A3-3329-01A
75 years, male, white, stage:i
61.2
TCGA-AK-3455-01A
71 years, female, white, stage:iii
61.0
TCGA-B0-4816-01A
49 years, male, white, stage:ii
60.8
TCGA-BP-4344-01A
75 years, female, white, stage:i
60.8
TCGA-B0-4828-01A
79 years, male, white, stage:iv
60.6
TCGA-A3-3357-01A
62 years, male, white, stage:ii
60.2
TCGA-A3-3308-01A
77 years, female, white, stage:iii
60.1
TCGA-B0-4824-01A
49 years, female, white, stage:i
59.9
TCGA-CZ-5457-01A
62 years, male, white, stage:iii
59.9
TCGA-CJ-4643-01A
67 years, female, white, stage:ii
59.7
TCGA-AK-3451-01A
48 years, male, white, stage:ii
59.6
TCGA-B4-5835-01A
64 years, female, white, stage:i
59.3
TCGA-CJ-4902-01A
61 years, male, white, stage:iii
59.3
TCGA-B0-5115-01A
43 years, male, white, stage:iv
59.1
TCGA-CW-6090-01A
68 years, male, white, stage:i
59.1
TCGA-CJ-4888-01A
59 years, male, white, stage:iv
59.1
TCGA-B0-5102-01A
74 years, female, white, stage:i
59.0
TCGA-B0-5080-01A
63 years, male, white, stage:iv
58.9
TCGA-B2-4099-01A
83 years, male, white, stage:i
58.3
TCGA-BP-4329-01A
75 years, male, white, stage:iii
58.3
TCGA-BP-4759-01A
50 years, male, white, stage:i
58.2
TCGA-BP-5004-01A
53 years, male, white, stage:i
58.0
TCGA-BP-4166-01A
69 years, male, white, stage:iii
57.9
TCGA-CJ-4640-01A
49 years, male, white, stage:iii
57.8
TCGA-B0-5121-01A
56 years, male, white, stage:i
57.8
TCGA-B0-4839-01A
80 years, female, white, stage:i
57.8
TCGA-B8-4154-01A
73 years, female, white, stage:i
57.7
TCGA-BP-5177-01A
46 years, female, white, stage:i
57.2
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii
56.7
TCGA-BP-4165-01A
64 years, female, white, stage:i
56.6
TCGA-B0-4821-01A
68 years, female, asian, stage:iii
56.4
TCGA-B0-4833-01A
82 years, female, white, stage:i
56.2
TCGA-BP-4327-01A
75 years, female, white, stage:ii
56.1
TCGA-BP-4986-01A
75 years, male, white, stage:i
55.4
TCGA-CJ-4895-01A
62 years, male, white, stage:iv
54.5
TCGA-BP-4167-01A
60 years, male, white, stage:iii
54.2
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i
53.9
TCGA-BP-4974-01A
58 years, male, white, stage:iv
53.8
TCGA-BP-4960-01A
46 years, male, white, stage:ii
53.3
TCGA-B0-5092-01A
53 years, female, white, stage:iv
53.3
TCGA-CJ-4873-01A
85 years, female, white, stage:iii
53.2
TCGA-BP-5173-01A
75 years, male, white, stage:i
53.2
TCGA-B0-4845-01A
70 years, male, white, stage:iv
53.2
TCGA-B8-4153-01B
74 years, male, white, stage:iii
53.1
TCGA-BP-4776-01A
52 years, male, white, stage:i
53.1
TCGA-BP-4770-01A
73 years, female, white, stage:iv
52.9
TCGA-BP-4159-01A
70 years, male, white, stage:i
52.5
TCGA-B0-5702-01A
71 years, male, white, stage:i
52.3
TCGA-BP-4771-01A
62 years, male, white, stage:iv
52.1
TCGA-BP-4981-01A
75 years, female, white, stage:iii
52.0
TCGA-BP-4968-01A
40 years, male, white, stage:i
51.0
TCGA-B0-4842-01A
74 years, female, white, stage:iii
51.0
TCGA-AK-3458-01A
48 years, male, white, stage:i
50.8
TCGA-B0-5095-01A
81 years, male, white, stage:iii
50.8
TCGA-BP-4335-01A
65 years, female, white, stage:iv
50.5
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv
50.0
TCGA-AK-3453-01A
58 years, female, white, stage:ii
50.0
TCGA-B0-5088-01A
53 years, male, white, stage:i
49.5
TCGA-B0-4827-01A
77 years, female, white, stage:iii
49.1
TCGA-B0-4847-01A
60 years, male, white, stage:iv
48.7
TCGA-BP-4337-01A
76 years, female, white, stage:iii
48.7
TCGA-B0-4843-01A
57 years, male, white, stage:iii
47.8
TCGA-B0-4817-01A
81 years, male, white, stage:iii
47.8
TCGA-CJ-4876-01A
57 years, male, white, stage:ii
47.7
TCGA-B0-4822-01A
78 years, male, white, stage:ii
47.6
TCGA-B0-4698-01A
75 years, male, white, stage:iv
47.6
TCGA-BP-5000-01A
40 years, male, white, stage:i
47.6
TCGA-BP-4345-01A
62 years, male, white, stage:iii
47.1
TCGA-BP-4799-01A
70 years, male, white, stage:iii
46.5
TCGA-B8-4146-01B
41 years, female, white, stage:i
46.3
TCGA-CJ-4901-01A
47 years, male, white, stage:iii
46.3
TCGA-AK-3454-01A
84 years, male, white, stage:i
46.1
TCGA-AK-3426-01A
37 years, male, white, stage:iii
46.1
TCGA-CJ-4642-01B
47 years, male, white, stage:ii
45.6
TCGA-BP-4355-01A
59 years, female, white, stage:iii
45.4
TCGA-BP-4989-01A
58 years, male, white, stage:iii
45.3
TCGA-CJ-4891-01A
57 years, female, white, stage:iii
45.2
TCGA-B0-4813-01A
68 years, male, white, stage:iii
45.2
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv
45.2
TCGA-B4-5832-01A
65 years, male, white, stage:iii
44.4
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i
43.9
TCGA-B2-5633-01B
56 years, male, white, stage:i
43.7
TCGA-BP-4341-01A
67 years, male, white, stage:iii
43.4
TCGA-B0-4714-01A
81 years, male, white, stage:iv
42.6
TCGA-B0-5085-01A
76 years, female, white, stage:iii
42.0
TCGA-BP-5010-01A
63 years, male, white, stage:iii
41.9
TCGA-B2-5635-01A
74 years, male, white, stage:i
41.9
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv
41.3
TCGA-B0-4713-01A
76 years, female, white, stage:iii
41.2
TCGA-B0-4811-01A
48 years, male, white, stage:iii
40.5
TCGA-B0-4718-01A
57 years, male, white, stage:iii
40.0
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i
