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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red. The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or more of the category buttons on the top of the page. 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 toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 9.99
Median expression: N/A
Median follow up time: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 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.
N/A 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.
N/A
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
16.5
Number of samples
994
Samples
Sample
Description
FPKM
TCGA-86-A4JF-01A
56 years, male, white, stage:iib, dead, 737 days
323.8
TCGA-71-8520-01A
60 years, female, asian, stage:ib, dead, 210 days
307.2
TCGA-97-7547-01A
67 years, female, white, stage:ib, alive, 1965 days
265.3
TCGA-78-7535-01A
45 years, male, white, stage:ib, dead, 949 days
221.7
TCGA-78-8640-01A
59 years, male, stage:iia, alive, 7062 days
220.2
TCGA-91-6835-01A
81 years, female, white, stage:ia, alive, 79 days
204.4
TCGA-J2-A4AG-01A
66 years, female, white, stage:ia, alive, 988 days
200.8
TCGA-69-A59K-01A
60 years, female, black or african american, stage:iib, alive, 522 days
187.0
TCGA-38-4628-01A
65 years, female, white, stage:iib, dead, 1492 days
187.0
TCGA-53-7626-01A
76 years, female, white, stage:iia, dead, 929 days
170.0
TCGA-71-6725-01A
48 years, female, asian, stage:ib, alive, 256 days
168.3
TCGA-05-4405-01A
74 years, female, stage:ib, alive, 610 days
168.1
TCGA-44-A47A-01A
78 years, female, white, stage:ib, alive, 466 days
162.6
TCGA-43-2581-01A
47 years, female, white, stage:iiia, alive, 1176 days
158.7
TCGA-49-4505-01A
61 years, female, white, stage:iib, dead, 428 days
148.5
TCGA-55-6985-01A
58 years, female, white, stage:ib, alive, 1233 days
147.0
TCGA-44-A47B-01A
79 years, male, white, stage:ib, alive, 287 days
140.0
TCGA-86-7953-01A
69 years, female, white, stage:ia, alive, 997 days
137.9
TCGA-97-7937-01A
65 years, male, white, stage:ib, alive, 564 days
137.1
TCGA-55-8616-01A
58 years, female, white, stage:ib, alive, 48 days
137.0
TCGA-67-6215-01A
52 years, female, white, stage:ib, alive, 174 days
126.4
TCGA-67-4679-01B
69 years, male, white, alive, 448 days
121.5
TCGA-O1-A52J-01A
74 years, female, white, stage:ia, dead, 1798 days
114.6
TCGA-55-A48Z-01A
60 years, female, white, stage:iiib, alive, 651 days
109.3
TCGA-97-7554-01A
83 years, female, white, stage:iiia, alive, 775 days
99.3
TCGA-49-AARQ-01A
41 years, female, black or african american, stage:i, alive, 6732 days
96.5
TCGA-49-4488-01A
74 years, female, white, stage:ia, dead, 869 days
96.1
TCGA-05-4430-01A
59 years, female, stage:ib, alive, 761 days
96.1
TCGA-97-8177-01A
59 years, female, white, stage:ib, alive, 499 days
94.9
TCGA-49-AAR9-01A
61 years, male, black or african american, stage:iib, dead, 260 days
92.0
TCGA-MN-A4N1-01A
60 years, male, black or african american, stage:iia, alive, 827 days
91.0
TCGA-55-7914-01A
71 years, female, white, stage:iia, dead, 187 days
90.8
TCGA-50-8460-01A
74 years, male, white, stage:ia, alive, 829 days
88.4
TCGA-55-8302-01A
54 years, male, white, stage:ib, alive, 478 days
85.2
TCGA-55-6981-01A
53 years, female, white, stage:iiia, dead, 1379 days
84.6
TCGA-MP-A4TC-01A
78 years, male, white, stage:iiia, dead, 74 days
84.6
TCGA-05-4249-01A
67 years, male, stage:ib, alive, 1523 days
81.8
TCGA-49-AARE-01A
51 years, female, black or african american, stage:ia, dead, 1229 days
81.7
TCGA-67-3771-01A
77 years, female, black or african american, stage:ia, alive, 610 days
80.3
TCGA-73-4662-01A
65 years, female, white, stage:ia, alive, 2515 days
78.5
TCGA-55-8506-01A
62 years, female, white, stage:iib, alive, 11 days
78.4
TCGA-55-7576-01A
54 years, male, black or african american, stage:ib, alive, 670 days
77.9
TCGA-86-6562-01A
52 years, male, white, stage:iia, dead, 376 days
77.8
TCGA-93-A4JO-01A
70 years, male, white, stage:ia, dead, 33 days
77.6
TCGA-69-7979-01A
71 years, female, white, stage:ib, alive, 408 days
77.5
TCGA-39-5040-01A
59 years, male, white, stage:iiia, dead, 519 days
76.1
TCGA-MP-A4SW-01A
53 years, male, white, stage:iib, dead, 1778 days
71.3
TCGA-50-5946-01A
62 years, male, white, stage:ia, alive, 1617 days
70.8
TCGA-50-5068-01A
59 years, female, white, stage:iib, dead, 1499 days
69.9
TCGA-62-8395-01A
80 years, female, white, stage:iib, alive, 1216 days
69.5
TCGA-55-7727-01A
71 years, male, white, stage:iiia, alive, 119 days
62.6
TCGA-05-4424-01A
70 years, male, stage:iib, alive, 913 days
61.4
TCGA-73-4658-01A
80 years, female, white, stage:ib, dead, 1600 days
60.6
TCGA-55-7283-01A
76 years, female, white, stage:iiia, alive, 609 days
59.7
TCGA-55-7281-01A
70 years, female, white, stage:ia, alive, 872 days
59.2
TCGA-49-AARN-01A
56 years, female, black or african american, stage:ia, dead, 1135 days
58.9
TCGA-55-A491-01A
81 years, female, white, stage:ia, alive, 626 days
57.7
TCGA-73-4668-01A
66 years, female, american indian or alaska native, stage:iib, alive, 467 days
53.5
TCGA-44-6775-01A
72 years, female, white, stage:ib, alive, 705 days
53.2
TCGA-49-AAR4-01A
51 years, male, black or african american, stage:iiia, dead, 879 days
52.5
TCGA-55-7911-01A
70 years, female, white, stage:ia, alive, 537 days
52.1
TCGA-NJ-A4YI-01A
87 years, female, white, stage:iiia, dead, 4 days
50.2
TCGA-05-5423-01A
65 years, male, stage:iib, alive, 151 days
49.6
TCGA-55-6982-01A
female, white, stage:iib, dead, 995 days
49.4
TCGA-44-3919-01A
71 years, female, white, stage:ia, dead, 1026 days
49.1
TCGA-97-7938-01A
76 years, female, white, stage:ia, dead, 18 days
49.0
TCGA-38-6178-01A
70 years, female, white, stage:iiia, alive, 448 days
48.9
TCGA-05-4425-01A
70 years, female, stage:iv, alive, 669 days
48.1
TCGA-99-AA5R-01A
70 years, female, black or african american, stage:ia, alive, 658 days
47.8
TCGA-55-7910-01A
50 years, female, black or african american, stage:iia, alive, 1040 days
47.8
TCGA-55-1592-01A
male, white, stage:ia, dead, 701 days
47.5
TCGA-68-7756-01A
84 years, male, white, stage:iiia, alive, 202 days
45.0
TCGA-78-7154-01A
72 years, male, white, stage:iiia, dead, 593 days
44.7
TCGA-78-8655-01A
77 years, female, stage:ia, alive, 2360 days
44.0
TCGA-86-8585-01A
57 years, male, white, stage:ib, alive, 353 days
44.0
TCGA-86-A4P7-01A
63 years, female, white, stage:ib, alive, 415 days
43.6
TCGA-86-8075-01A
66 years, female, white, stage:ib, dead, 694 days
43.3
TCGA-69-7765-01A
56 years, male, black or african american, alive, 165 days
43.1
TCGA-55-8512-01A
41 years, male, white, stage:iv, dead, 607 days
43.1
TCGA-22-1017-01A
62 years, male, white, stage:ia, dead, 1485 days
43.1
TCGA-MP-A4T6-01A
76 years, female, white, stage:iiia, dead, 1790 days
42.9
TCGA-55-6543-01A
female, white, stage:ia, alive, 435 days
42.2
TCGA-44-7662-01A
61 years, male, white, stage:ib, alive, 218 days
41.8
TCGA-78-8660-01A
69 years, male, stage:iib, dead, 321 days
41.8
TCGA-93-7348-01A
75 years, female, white, stage:ia, alive, 531 days
41.7
TCGA-86-8056-01A
64 years, female, white, stage:iiia, alive, 139 days
41.5
TCGA-80-5608-01A
female, stage:ia, alive, 2832 days
41.1
TCGA-97-8175-01A
55 years, female, white, stage:ib, alive, 551 days
41.0
TCGA-62-A46Y-01A
70 years, female, white, stage:iiia, dead, 414 days
40.3
TCGA-62-8402-01A
73 years, female, white, stage:iiia, dead, 1498 days
40.1
TCGA-49-6744-01A
64 years, female, white, stage:iia, alive, 1683 days
40.0
TCGA-05-4427-01A
65 years, female, stage:iib, alive, 791 days
37.5
TCGA-78-7155-01A
68 years, male, white, stage:ib, dead, 1171 days
37.4
TCGA-64-1680-01A
63 years, male, white, stage:iv, alive, 1126 days
37.4
TCGA-97-7553-01A
58 years, female, white, stage:ia, alive, 1870 days
36.9
TCGA-50-5935-01A
86 years, female, white, stage:ia, dead, 653 days
36.8
TCGA-55-8513-01A
77 years, female, white, stage:iib, alive, 791 days
36.7
TCGA-05-4382-01A
68 years, male, stage:ib, alive, 607 days
36.7
TCGA-75-5146-01A
male, stage:ib, alive, 2368 days
36.6
TCGA-64-5778-01A
60 years, male, white, stage:ib, alive, 1305 days
36.4
TCGA-77-8146-01A
72 years, male, stage:ia, alive, 3189 days
35.9
TCGA-55-7903-01A
64 years, male, white, stage:ia, alive, 567 days
35.6
TCGA-60-2707-01A
70 years, male, stage:ib, dead, 667 days
35.5
TCGA-05-5715-01A
69 years, female, stage:ib, alive, 62 days
35.5
TCGA-95-7562-01A
71 years, male, black or african american, stage:iia, dead, 87 days
35.2
TCGA-69-8453-01A
77 years, male, white, stage:iib, alive, 788 days
34.7
TCGA-49-AARR-01A
68 years, male, black or african american, stage:ia, alive, 4992 days
34.6
TCGA-55-7816-01A
49 years, female, white, stage:iv, dead, 468 days
34.5
TCGA-L9-A743-01A
56 years, male, black or african american, stage:iia, alive, 664 days
34.0
TCGA-67-6217-01A
73 years, female, white, stage:iia, alive, 422 days
33.9
TCGA-55-A48X-01A
63 years, female, white, stage:iia, alive, 689 days
33.8
TCGA-97-7546-01A
76 years, female, white, stage:ia, alive, 1285 days
33.7
TCGA-78-7159-01A
60 years, female, white, stage:ia, alive, 1974 days
33.7
TCGA-55-7913-01B
61 years, female, black or african american, stage:ia, dead, 561 days
33.7
TCGA-44-7672-01A
52 years, female, white, stage:ia, alive, 719 days
33.5
TCGA-86-8279-01A
46 years, male, white, stage:iia, alive, 949 days
33.2
TCGA-69-8254-01A
85 years, male, white, alive, 409 days
33.0
TCGA-50-6597-01A
79 years, female, white, stage:ib, dead, 1268 days
32.8
TCGA-05-4402-01A
57 years, female, stage:iv, dead, 244 days
32.6
TCGA-95-7947-01A
67 years, male, white, stage:ia, alive, 477 days
32.5
TCGA-38-7271-01A
72 years, female, white, stage:ia, dead, 800 days
32.3
TCGA-05-4433-01A
82 years, male, stage:ib, alive, 730 days
32.3
TCGA-55-8208-01A
73 years, female, white, stage:ia, alive, 674 days
32.1
TCGA-05-4384-01A
66 years, male, stage:iiia, alive, 426 days
31.9
TCGA-55-8097-01A
60 years, female, white, stage:ia, alive, 476 days
31.6
TCGA-97-A4M3-01A
69 years, female, white, stage:ia, alive, 540 days
31.1
TCGA-55-6979-01A
59 years, female, white, stage:iib, dead, 237 days
30.6
TCGA-77-8007-01A
68 years, male, stage:iib, dead, 198 days
30.4
TCGA-50-5049-01A
70 years, male, white, stage:ia, alive, 3094 days
30.3
TCGA-J2-8192-01A
65 years, female, white, stage:iia, alive, 739 days
30.3
TCGA-55-7995-01A
73 years, female, white, stage:ia, alive, 889 days
30.2
TCGA-38-4632-01A
42 years, male, black or african american, stage:iv, dead, 1357 days
29.9
TCGA-05-4432-01A
66 years, male, stage:iib, alive, 761 days
29.8
TCGA-22-5472-01A
67 years, male, white, stage:ib, dead, 1975 days
29.6
TCGA-55-8508-01A
60 years, female, black or african american, stage:iia, alive, 617 days
29.4
TCGA-86-8359-01A
52 years, male, white, stage:iiia, dead, 444 days
29.0
TCGA-86-A4P8-01A
59 years, female, white, stage:iiia, alive, 805 days
28.6
TCGA-NK-A5CT-01A
70 years, male, white, stage:ia, alive, 1997 days
28.6
TCGA-44-6777-01A
85 years, female, white, stage:ib, dead, 987 days
28.5
TCGA-78-7143-01A
62 years, female, white, stage:ib, dead, 4961 days
28.4
TCGA-64-1681-01A
61 years, female, white, stage:ia, dead, 1167 days
27.9
TCGA-62-A46V-01A
78 years, female, white, stage:ib, alive, 2199 days
27.8
TCGA-97-8552-01A
55 years, female, white, stage:i, alive, 626 days
27.8
TCGA-44-6146-01A
64 years, male, white, stage:iib, alive, 728 days
27.5
TCGA-50-6591-01A
63 years, female, white, stage:iv, dead, 119 days
27.4
TCGA-55-A4DG-01A
71 years, male, white, stage:ia, alive, 608 days
27.4
TCGA-55-A490-01A
78 years, male, white, stage:iia, dead, 99 days
27.3
TCGA-50-6593-01A
49 years, female, white, stage:iiia, dead, 336 days
27.2
TCGA-86-8673-01A
61 years, male, white, stage:ib, alive, 862 days
27.1
TCGA-55-8514-01A
70 years, female, black or african american, stage:ib, alive, 520 days
27.0
TCGA-55-8087-01A
59 years, female, white, stage:ib, alive, 462 days
27.0
TCGA-99-8025-01A
72 years, female, black or african american, stage:iiia, alive, 1060 days
26.7
TCGA-49-4501-01A
67 years, female, white, stage:ib, dead, 1421 days
26.7
TCGA-49-6743-01A
81 years, female, white, stage:iiia, alive, 1621 days
26.4
TCGA-93-A4JN-01A
71 years, male, white, stage:iv, alive, 718 days
26.3
TCGA-64-1679-01A
58 years, female, white, stage:iiia, alive, 2488 days
26.3
TCGA-95-8039-01A
72 years, male, white, stage:ia, alive, 830 days
26.2
TCGA-49-4490-01A
45 years, female, white, stage:iiia, dead, 385 days
25.9
TCGA-53-A4EZ-01A
63 years, male, white, stage:iia, alive, 1071 days
25.9
TCGA-L9-A8F4-01A
64 years, female, black or african american, stage:ib, alive, 476 days
25.9
TCGA-J2-A4AD-01A
61 years, female, white, stage:ia, dead, 550 days
25.9
TCGA-60-2714-01A
66 years, female, white, stage:iib, alive, 1531 days
25.7
TCGA-86-7955-01A
62 years, male, white, stage:ib, alive, 1072 days
25.7
TCGA-44-A4SU-01A
68 years, female, white, stage:ia, dead, 409 days
25.6
TCGA-L4-A4E5-01A
48 years, female, white, stage:i, alive, 578 days
25.6
TCGA-95-7567-01A
61 years, male, white, stage:iib, alive, 568 days
25.6
TCGA-NJ-A55A-01A
76 years, female, white, stage:ib, alive, 15 days
25.1
TCGA-62-8399-01A
62 years, male, white, stage:iiia, alive, 2696 days
25.0
TCGA-55-A4DF-01A
88 years, male, white, stage:ia, dead, 614 days
24.8
TCGA-05-4389-01A
70 years, male, stage:ia, alive, 1369 days
24.7
TCGA-49-4512-01A
69 years, female, white, stage:iiia, dead, 905 days
24.7
TCGA-55-8301-01A
59 years, male, white, stage:ib, alive, 534 days
24.7
TCGA-86-8278-01A
63 years, female, white, stage:iib, alive, 944 days
24.5
TCGA-73-7498-01A
58 years, female, white, stage:ia, alive, 1189 days
24.4
TCGA-55-8510-01A
55 years, female, white, stage:ib, alive, 539 days
24.3
TCGA-43-2576-01A
62 years, female, white, stage:iiia, alive, 1223 days
24.3
TCGA-MP-A4T9-01A
54 years, female, white, stage:iiia, dead, 1265 days
24.2
TCGA-44-4112-01A
60 years, female, white, stage:ib, dead, 808 days
23.8
TCGA-78-7145-01A
52 years, female, white, stage:iv, dead, 826 days
23.8
TCGA-78-7539-01A
75 years, female, white, stage:iia, alive, 791 days
23.6
TCGA-44-2659-01A
65 years, female, white, stage:iib, alive, 1367 days
23.5
TCGA-MP-A4TK-01A
56 years, female, stage:iib, dead, 582 days
23.3
TCGA-55-8511-01A
73 years, female, white, stage:ib, alive, 552 days
23.3
TCGA-75-6212-01A
female, stage:iib, dead, 1516 days
23.2
TCGA-86-8073-01A
58 years, male, white, stage:ib, alive, 740 days
23.2
TCGA-05-4403-01A
76 years, male, stage:ib, alive, 578 days
23.1
TCGA-50-5055-01A
79 years, female, white, stage:iia, dead, 1830 days
23.1
TCGA-75-7027-01A
male, stage:ib, alive, 3059 days
23.0
TCGA-55-8090-01A
80 years, male, white, stage:ia, dead, 598 days
22.9
TCGA-50-6592-01A
71 years, female, white, stage:ib, dead, 777 days
22.9
TCGA-44-2657-01A
74 years, female, white, stage:ib, alive, 1351 days
22.6
TCGA-38-4626-01A
57 years, female, white, alive, 3674 days
22.6
TCGA-50-6673-01A
84 years, female, white, stage:i, dead, 22 days
22.6
TCGA-62-A472-01A
70 years, male, white, stage:iib, alive, 910 days
22.6
TCGA-50-8457-01A
63 years, female, black or african american, stage:ia, alive, 1125 days
22.5
TCGA-97-7552-01A
70 years, male, white, stage:ib, alive, 1932 days
22.5
TCGA-55-6984-01A
female, white, stage:iib, dead, 760 days
22.3
TCGA-62-A46R-01A
54 years, female, white, stage:ib, dead, 1725 days
22.1
TCGA-93-A4JP-01A
64 years, male, asian, stage:iv, alive, 578 days
21.8
TCGA-55-8507-01A
53 years, male, white, stage:ia, alive, 418 days
21.4
TCGA-49-4486-01A
72 years, male, white, stage:ia, dead, 2318 days
21.3
TCGA-55-8621-01A
75 years, female, white, stage:ia, alive, 515 days
21.3
TCGA-55-6712-01A
male, white, stage:iia, dead, 171 days
21.3
TCGA-55-7728-01A
64 years, female, white, stage:ib, alive, 704 days
21.3
TCGA-69-7980-01A
70 years, female, white, stage:i, alive, 362 days
21.1
TCGA-69-7763-01A
69 years, male, white, stage:ia, alive, 690 days
21.1
TCGA-55-8619-01A
72 years, female, white, stage:iib, alive, 416 days
20.9
TCGA-55-6642-01A
63 years, male, white, stage:ib, alive, 2449 days
20.7
TCGA-56-8623-01A
71 years, male, white, stage:ib, dead, 692 days
20.6
TCGA-49-4487-01A
72 years, female, white, stage:ia, dead, 855 days
20.5
TCGA-44-2662-01A
65 years, male, white, stage:ib, alive, 1280 days
20.3
TCGA-73-4676-01A
45 years, male, white, stage:iia, dead, 281 days
20.2
TCGA-80-5611-01A
male, stage:ib, alive, 2595 days
20.1
TCGA-J2-8194-01A
69 years, female, white, stage:iib, alive, 724 days
20.0
TCGA-05-4417-01A
51 years, female, stage:ib, alive, 455 days
19.8
TCGA-91-6828-01A
70 years, male, white, stage:ia, alive, 323 days
19.8
TCGA-NJ-A4YF-01A
50 years, female, black or african american, stage:ia, alive, 2161 days
19.7
TCGA-86-8055-01A
79 years, male, white, stage:iia, dead, 124 days
19.7
TCGA-55-1594-01A
68 years, male, white, stage:iiia, alive, 1178 days
19.7
TCGA-MN-A4N4-01A
57 years, male, white, stage:ia, alive, 1175 days
19.7
TCGA-49-4494-01A
77 years, male, white, stage:iiia, dead, 1081 days
19.6
TCGA-44-8117-01A
54 years, female, white, stage:ib, alive, 385 days
19.6
TCGA-43-5668-01A
78 years, male, white, stage:iia, dead, 559 days
19.6
TCGA-69-7974-01A
54 years, female, white, stage:iiia, alive, 184 days
19.6
TCGA-83-5908-01A
59 years, female, white, stage:ia, alive, 824 days
19.5
TCGA-91-6847-01A
62 years, female, white, stage:ib, alive, 842 days
19.5
TCGA-44-A4SS-01A
73 years, male, white, stage:ia, alive, 415 days
19.5
TCGA-55-6972-01A
72 years, male, white, stage:ib, dead, 1632 days
19.4
TCGA-78-8662-01A
53 years, female, stage:ib, dead, 3361 days
19.3
TCGA-93-7347-01A
76 years, female, white, stage:ia, alive, 683 days
19.2
TCGA-62-8394-01A
65 years, female, white, stage:iiib, dead, 139 days
19.1
TCGA-55-7907-01A
77 years, male, white, stage:iia, dead, 343 days
18.9
TCGA-55-7284-01B
74 years, male, white, stage:iib, dead, 243 days
18.9
TCGA-95-7039-01A
54 years, female, white, stage:iib, alive, 1272 days
18.8
TCGA-44-A47G-01A
73 years, female, white, stage:ia, alive, 351 days
18.8
TCGA-49-6742-01A
70 years, male, white, stage:iia, dead, 488 days
18.5
TCGA-NJ-A55O-01A
56 years, female, white, stage:iia, alive, 13 days
18.5
TCGA-86-A456-01A
78 years, female, asian, stage:ia, alive, 896 days
18.5
TCGA-64-5774-01A
60 years, male, white, stage:ib, alive, 2676 days
18.5
TCGA-50-5930-01A
47 years, male, white, stage:iiia, dead, 282 days
18.4
TCGA-39-5011-01A
70 years, female, white, stage:ia, alive, 4053 days
18.2
TCGA-64-1677-01A
78 years, female, white, stage:iiia, dead, 628 days
18.1
TCGA-55-8207-01A
73 years, male, white, stage:ib, alive, 977 days
18.0
TCGA-49-6745-01A
82 years, male, white, stage:iiia, alive, 522 days
18.0
TCGA-L4-A4E6-01A
67 years, male, white, stage:ia, alive, 435 days
17.9
TCGA-63-7020-01A
male, stage:ia, alive, 2133 days
17.7
TCGA-56-1622-01A
58 years, male, white, stage:ib, dead, 881 days
17.7
TCGA-44-7660-01A
72 years, male, white, stage:ib, alive, 592 days
17.6
TCGA-86-8280-01A
54 years, female, white, stage:iia, alive, 701 days
17.4
TCGA-64-5815-01A
74 years, male, white, stage:iib, alive, 866 days
17.0
TCGA-97-A4LX-01A
81 years, male, white, stage:ib, alive, 614 days
16.9
TCGA-55-A494-01A
61 years, female, white, stage:ib, alive, 481 days
16.9
TCGA-86-7714-01A
61 years, female, black or african american, stage:iiia, dead, 625 days
16.8
TCGA-75-6206-01A
male, stage:ib, alive, 2590 days
16.8
TCGA-55-7227-01A
77 years, male, white, stage:iiia, dead, 952 days
16.8
TCGA-55-8505-01A
62 years, male, white, stage:iiia, alive, 440 days
16.7
TCGA-97-A4M5-01A
84 years, male, white, stage:ia, alive, 634 days
16.6
TCGA-98-A53H-01A
76 years, female, white, stage:ia, alive, 618 days
16.6
TCGA-J2-A4AE-01A
77 years, female, white, stage:ia, alive, 1079 days
16.5
TCGA-69-7978-01A
59 years, male, white, stage:iib, alive, 134 days
16.3
TCGA-91-6836-01A
52 years, female, white, stage:ib, alive, 417 days
16.1
TCGA-68-7757-01B
74 years, male, white, stage:ia, alive, 211 days
16.0
TCGA-05-5428-01A
57 years, male, stage:iia, alive, 670 days
16.0
TCGA-91-6829-01A
79 years, male, white, stage:ib, dead, 1258 days
15.8
TCGA-78-7148-01A
71 years, male, white, stage:iib, dead, 626 days
15.7
TCGA-55-8096-01A
67 years, female, white, stage:ib, dead, 719 days
15.7
TCGA-55-6983-01A
male, white, stage:iib, alive, 2823 days
15.6
TCGA-55-6978-01A
male, white, stage:iia, dead, 176 days
15.5
TCGA-95-7948-01A
42 years, female, white, stage:ib, alive, 476 days
15.5
TCGA-97-8172-01A
75 years, female, white, stage:ib, alive, 545 days
15.3
TCGA-05-4250-01A
79 years, female, stage:iiia, dead, 121 days
15.2
TCGA-37-A5EL-01A
53 years, male, white, stage:iib, dead, 1143 days
15.2
TCGA-67-3772-01A
82 years, female, white, stage:ib, alive, 573 days
15.2
TCGA-86-7711-01A
70 years, male, white, stage:iia, dead, 1046 days
15.1
TCGA-64-5779-01A
61 years, male, white, stage:iiia, alive, 864 days
14.9
TCGA-55-7573-01A
72 years, female, white, stage:ia, alive, 487 days
14.8
TCGA-MP-A4TJ-01A
62 years, female, stage:ia, dead, 339 days
14.8
TCGA-86-7713-01A
70 years, male, white, stage:iia, alive, 1157 days
14.7
TCGA-99-8028-01A
50 years, female, black or african american, stage:ia, alive, 1118 days
14.7
TCGA-49-AARO-01A
39 years, female, black or african american, stage:ia, alive, 3759 days
14.5
TCGA-05-4390-01A
58 years, female, stage:ib, alive, 1126 days
14.4
TCGA-46-3768-01A
58 years, male, white, stage:iiia, dead, 299 days
14.4
TCGA-78-7540-01A
66 years, female, white, stage:ib, dead, 1197 days
14.3
TCGA-55-1596-01A
55 years, male, asian, stage:iib, alive, 2065 days
14.3
TCGA-78-7152-01A
65 years, male, white, stage:ib, dead, 1215 days
14.2
TCGA-38-4627-01A
64 years, female, white, stage:iia, dead, 1147 days
14.2
TCGA-NJ-A4YG-01A
65 years, male, white, stage:ib, alive, 2261 days
14.0
TCGA-MN-A4N5-01A
63 years, male, white, stage:ia, alive, 84 days
14.0
TCGA-38-A44F-01A
80 years, male, white, stage:ib, alive, 133 days
14.0
TCGA-86-8074-01A
62 years, female, white, stage:iia, alive, 24 days
14.0
TCGA-97-8547-01A
78 years, female, stage:iiia, alive, 657 days
13.9
TCGA-95-A4VN-01A
62 years, female, white, stage:iia, alive, 553 days
13.9
TCGA-60-2698-01A
62 years, male, white, stage:iib, dead, 311 days
13.8
TCGA-78-7542-01A
56 years, male, white, stage:ib, dead, 321 days
13.8
TCGA-62-8398-01A
55 years, male, white, stage:iiia, dead, 444 days
13.7
TCGA-44-6774-01A
56 years, female, white, stage:iiia, alive, 658 days
13.7
TCGA-MP-A4T8-01A
68 years, male, stage:iiia, dead, 161 days
13.7
TCGA-43-7656-01A
71 years, male, white, stage:ia, alive, 596 days
13.5
TCGA-22-4605-01A
78 years, female, stage:ib, dead, 974 days
13.3
TCGA-44-7659-01A
70 years, male, white, stage:ia, alive, 691 days
13.2
TCGA-85-A513-01A
60 years, female, asian, stage:ia, alive, 910 days
13.2
TCGA-22-4607-01A
75 years, male, white, stage:ib, dead, 587 days
13.1
TCGA-75-5125-01A
male, stage:iib, dead, 2027 days
13.1
TCGA-97-A4M2-01A
66 years, male, white, stage:ia, alive, 624 days
12.9
TCGA-98-A53C-01A
77 years, female, white, stage:ia, alive, 822 days
12.8
TCGA-50-8459-01A
68 years, male, white, stage:iib, alive, 1119 days
12.8
TCGA-68-8250-01A
66 years, male, black or african american, stage:ia, alive, 244 days
12.8
TCGA-52-7812-01A
68 years, male, white, dead, 835 days
12.8
TCGA-91-8496-01A
63 years, female, white, stage:ib, alive, 505 days
12.8
TCGA-38-4631-01A
72 years, female, white, stage:ib, dead, 354 days
12.7
TCGA-73-4675-01A
59 years, male, white, stage:iiia, dead, 922 days
12.7
TCGA-78-7537-01A
72 years, male, stage:ib, dead, 1622 days
12.6
TCGA-63-6202-01A
male, stage:iia, alive, 1602 days
12.6
TCGA-55-8615-01A
67 years, male, white, stage:iiia, alive, 446 days
12.6
TCGA-86-8671-01A
72 years, female, white, stage:iib, alive, 839 days
12.5
TCGA-69-8253-01A
59 years, female, black or african american, stage:iia, alive, 426 days
12.5
TCGA-78-7149-01A
72 years, male, white, stage:iiib, alive, 3940 days
12.4
TCGA-49-AAQV-01A
64 years, female, black or african american, stage:ii, dead, 677 days
12.3
TCGA-55-7574-01A
64 years, female, white, stage:ib, dead, 995 days
12.3
TCGA-49-AAR0-01A
57 years, male, black or african american, stage:ia, alive, 4765 days
12.3
TCGA-55-8204-01A
87 years, female, white, stage:ib, alive, 515 days
12.2
TCGA-35-5375-01A
61 years, male, white, stage:iiia, alive, 264 days
12.2
TCGA-69-7973-01A
42 years, female, white, stage:ib, alive, 230 days
12.2
TCGA-56-7731-01A
66 years, female, white, stage:ib, dead, 3 days
12.2
TCGA-49-AAR3-01A
69 years, male, black or african american, stage:iib, alive, 1893 days
12.1
TCGA-97-A4M0-01A
60 years, female, white, stage:ib, alive, 652 days
12.1
TCGA-05-4398-01A
47 years, female, stage:iiib, alive, 1431 days
12.1
TCGA-05-5429-01A
60 years, male, stage:iiia, dead, 275 days
12.0
TCGA-90-7766-01A
66 years, female, white, stage:ia, alive, 289 days
12.0
TCGA-69-7761-01A
85 years, male, white, stage:ib, alive, 186 days
11.9
TCGA-73-4659-01A
66 years, male, white, stage:iiia, dead, 711 days
11.9
TCGA-39-5028-01A
75 years, male, white, stage:iiia, dead, 52 days
11.9
TCGA-99-7458-01A
74 years, female, white, stage:iiia, alive, 747 days
11.8
TCGA-44-7670-01A
47 years, female, white, stage:iia, alive, 882 days
11.8
TCGA-50-5932-01A
75 years, male, white, stage:iib, dead, 1235 days
11.7
TCGA-91-6831-01A
66 years, male, white, stage:ib, alive, 310 days
11.6
TCGA-97-8176-01A
63 years, male, white, stage:iiia, dead, 468 days
11.5
TCGA-MP-A4T7-01A
75 years, female, stage:iv, dead, 167 days
11.5
TCGA-67-6216-01A
57 years, female, white, stage:ia, alive, 141 days
11.4
TCGA-97-7941-01A
72 years, female, white, stage:ia, alive, 484 days
11.4
TCGA-55-7724-01A
76 years, female, white, stage:ib, alive, 705 days
11.3
TCGA-78-7162-01A
75 years, male, white, stage:ia, dead, 3169 days
11.3
TCGA-18-3411-01A
64 years, female, stage:iiia, alive, 3576 days
11.2
TCGA-49-6761-01A
68 years, female, white, stage:iiia, alive, 354 days
11.2
TCGA-MP-A4SV-01A
67 years, male, stage:ib, dead, 2620 days
11.2
TCGA-78-7633-01A
67 years, male, white, stage:ib, dead, 1528 days
11.1
TCGA-86-7701-01A
66 years, male, white, stage:iv, alive, 947 days
11.0
TCGA-56-7222-01A
60 years, male, white, stage:ib, dead, 562 days
11.0
TCGA-60-2706-01A
58 years, male, white, stage:ia, alive, 2820 days
10.9
TCGA-44-2661-01A
69 years, female, white, stage:ia, alive, 1159 days
10.9
TCGA-64-1676-01A
58 years, male, white, stage:ia, alive, 1728 days
10.9
TCGA-99-8032-01A
62 years, male, white, stage:ia, alive, 44 days
10.8
TCGA-L9-A444-01A
60 years, female, white, stage:ia, alive, 307 days
10.8
TCGA-67-3774-01A
73 years, female, white, stage:ib, alive, 385 days
10.8
TCGA-95-A4VK-01A
74 years, female, white, stage:iiia, alive, 651 days
10.7
TCGA-69-7764-01A
75 years, male, white, stage:ia, alive, 414 days
10.7
TCGA-55-6986-01A
female, white, stage:ib, alive, 3261 days
10.7
TCGA-L9-A7SV-01A
69 years, male, black or african american, stage:iia, alive, 565 days
10.6
TCGA-75-6214-01A
female, stage:iiia, dead, 1115 days
10.5
TCGA-50-6595-01A
74 years, female, white, stage:iiia, dead, 189 days
10.4
TCGA-35-3615-01A
57 years, male, white, stage:ib, alive, 14 days
10.4
TCGA-33-6738-01A
80 years, male, white, stage:iiia, alive, 1927 days
10.4
TCGA-86-8076-01A
42 years, male, white, stage:ia, alive, 993 days
10.4
TCGA-97-A4M7-01A
74 years, male, white, stage:ia, alive, 629 days
10.4
TCGA-50-5944-01A
69 years, female, white, stage:ia, alive, 1750 days
10.3
TCGA-63-A5MG-01A
68 years, male, stage:ib, alive, 2148 days
10.2
TCGA-44-8119-01A
73 years, male, white, stage:iib, alive, 285 days
10.1
TCGA-60-2715-01A
52 years, male, white, stage:ia, dead, 1075 days
10.1
TCGA-33-AASI-01A
65 years, female, black or african american, stage:iib, dead, 1344 days
10.1
TCGA-97-A4M1-01A
52 years, female, white, stage:ia, alive, 601 days
10.0
TCGA-44-6778-01A
59 years, male, black or african american, stage:ia, alive, 1864 days
10.0
TCGA-62-A46S-01A
73 years, male, white, stage:ib, dead, 1653 days
10.0
TCGA-50-5045-01A
57 years, female, black or african american, dead, 2174 days
9.9
TCGA-91-A4BD-01A
78 years, male, white, stage:iia, alive, 603 days
9.8
TCGA-MP-A4TI-01A
72 years, male, white, stage:iia, dead, 429 days
9.8
TCGA-L9-A5IP-01A
40 years, female, black or african american, stage:iv, dead, 58 days
9.7
TCGA-22-1016-01A
65 years, male, white, stage:ib, dead, 822 days
9.7
TCGA-78-7161-01A
69 years, female, white, stage:iib, dead, 291 days
9.7
TCGA-44-7671-01A
64 years, male, black or african american, stage:ib, alive, 889 days
9.7
TCGA-MP-A4T4-01A
68 years, female, white, stage:iib, dead, 2617 days
9.7
TCGA-22-5483-01A
74 years, male, white, stage:iia, dead, 573 days
9.6
TCGA-66-2777-01A
71 years, male, stage:ib, alive, 61 days
9.6
TCGA-78-7160-01A
61 years, male, white, stage:iv, dead, 697 days
9.5
TCGA-56-5898-01A
69 years, male, white, stage:ia, alive, 555 days
9.5
TCGA-39-5039-01A
76 years, male, white, stage:iia, dead, 544 days
9.4
TCGA-62-A46P-01A
65 years, male, white, stage:ib, dead, 594 days
9.4
TCGA-NC-A5HM-01A
76 years, male, white, stage:ib, alive, 1212 days
9.4
TCGA-44-6776-01A
60 years, female, white, stage:ia, alive, 2616 days
9.3
TCGA-NJ-A7XG-01A
49 years, male, black or african american, stage:iiia, alive, 617 days
9.2
TCGA-05-4434-01A
67 years, female, stage:iv, dead, 457 days
9.2
TCGA-55-7725-01A
68 years, female, white, stage:ia, alive, 442 days
9.2
TCGA-78-7536-01A
70 years, male, white, stage:iiia, dead, 244 days
9.2
TCGA-95-8494-01A
67 years, male, white, stage:iia, alive, 84 days
9.1
TCGA-90-7964-01A
70 years, male, white, stage:ib, alive, 428 days
9.0
TCGA-78-8648-01A
58 years, female, stage:iib, dead, 1209 days
9.0
TCGA-22-5474-01A
74 years, male, white, stage:ib, dead, 445 days
8.9
TCGA-L9-A443-01A
63 years, female, white, stage:ia, dead, 193 days
8.9
TCGA-22-4596-01A
69 years, female, white, stage:ib, dead, 17 days
8.8
TCGA-55-8206-01A
56 years, male, white, stage:ia, alive, 888 days
8.8
TCGA-44-7661-01A
69 years, female, white, stage:ib, dead, 557 days
8.7
TCGA-22-5492-01A
73 years, female, stage:iiia, dead, 506 days
8.7
TCGA-38-4629-01A
68 years, male, white, stage:iib, dead, 864 days
8.7
TCGA-78-7147-01A
67 years, female, white, stage:iib, dead, 586 days
8.7
TCGA-93-8067-01A
77 years, male, asian, stage:ib, alive, 186 days
8.6
TCGA-MP-A4TE-01A
56 years, male, white, stage:iia, dead, 896 days
8.6
TCGA-60-2709-01A
69 years, male, black or african american, stage:ib, alive, 1505 days
8.6
TCGA-66-2771-01A
60 years, male, stage:iib, alive, 578 days
8.5
TCGA-55-6970-01A
67 years, female, white, stage:iiia, dead, 464 days
8.4
TCGA-92-8063-01A
52 years, male, white, stage:iiia, alive, 122 days
8.4
TCGA-55-8203-01A
69 years, female, white, stage:ia, alive, 547 days
8.4
TCGA-37-4133-01A
63 years, male, white, stage:iiia, alive, 238 days
8.4
TCGA-44-2666-01A
43 years, male, white, stage:ib, dead, 97 days
8.4
TCGA-55-8094-01A
51 years, male, white, stage:iv, alive, 541 days
8.3
TCGA-78-7163-01A
60 years, male, white, stage:ib, alive, 7248 days
8.3
TCGA-XC-AA0X-01A
77 years, female, black or african american, stage:ia, dead, 6 days
8.3
TCGA-22-1002-01A
69 years, male, white, stage:ia, dead, 131 days
8.3
TCGA-91-6830-01A
65 years, female, white, stage:iia, alive, 60 days
8.2
TCGA-55-6971-01A
59 years, female, white, stage:ib, alive, 1400 days
8.2
TCGA-62-A470-01A
84 years, male, white, stage:ib, dead, 1194 days
8.2
TCGA-85-8052-01A
53 years, male, white, stage:iib, alive, 734 days
8.2
TCGA-05-4420-01A
41 years, male, stage:ib, alive, 912 days
8.2
TCGA-05-5425-01A
68 years, male, stage:iib, alive, 882 days
8.2
TCGA-97-A4M6-01A
45 years, female, white, stage:ia, alive, 568 days
8.1
TCGA-60-2726-01A
56 years, male, white, stage:iia, dead, 358 days
8.0
TCGA-37-3792-01A
69 years, male, white, stage:ib, alive, 12 days
8.0
TCGA-44-A479-01A
74 years, female, black or african american, stage:ib, alive, 486 days
8.0
TCGA-77-6843-01A
74 years, male, white, stage:iia, dead, 2224 days
8.0
TCGA-NC-A5HJ-01A
59 years, male, white, stage:iib, dead, 418 days
8.0
TCGA-22-1000-01A
76 years, male, white, stage:ib, dead, 454 days
7.9
TCGA-50-5072-01A
74 years, male, white, stage:iiia, dead, 250 days
7.9
TCGA-52-7622-01A
62 years, female, white, stage:ia, alive, 862 days
7.9
TCGA-77-7141-01A
64 years, male, white, stage:ib, alive, 15 days
7.9
TCGA-56-5897-01A
74 years, male, white, stage:ia, alive, 378 days
7.8
TCGA-NJ-A4YQ-01A
69 years, female, white, stage:ia, alive, 1432 days
7.8
TCGA-18-3414-01A
73 years, male, asian, stage:iv, dead, 716 days
7.8
TCGA-05-4397-01A
65 years, male, stage:iib, dead, 731 days
7.8
TCGA-85-8584-01A
71 years, male, white, stage:iia, dead, 383 days
7.8
TCGA-49-4510-01A
51 years, female, black or african american, stage:iib, dead, 896 days
7.8
TCGA-73-4670-01A
69 years, female, white, stage:iv, alive, 131 days
7.7
TCGA-56-A5DS-01A
72 years, female, white, stage:ib, alive, 8 days
7.7
TCGA-56-A4ZJ-01A
75 years, female, white, stage:ia, alive, 640 days
7.7
TCGA-66-2773-01A
69 years, male, stage:ib, dead, 92 days
7.6
TCGA-58-8386-01A
75 years, male, stage:iv, dead, 1 days
7.6
TCGA-66-2768-01A
57 years, male, stage:iib, alive, 61 days
7.6
TCGA-MP-A4TD-01A
71 years, male, white, stage:iiia, dead, 307 days
7.6
TCGA-35-4122-01A
69 years, male, white, stage:ia, alive, 225 days
7.6
TCGA-44-6148-01A
60 years, male, white, stage:ia, alive, 704 days
7.5
TCGA-55-8614-01A
76 years, male, white, stage:ib, alive, 536 days
7.5
TCGA-21-1077-01A
64 years, male, white, stage:iib, dead, 1058 days
7.5
TCGA-44-5645-01A
61 years, female, black or african american, stage:ia, alive, 852 days
7.5
TCGA-21-5784-01A
80 years, female, white, stage:ib, alive, 1268 days
7.5
TCGA-97-8179-01A
72 years, male, white, stage:ia, alive, 435 days
7.4
TCGA-56-8628-01A
78 years, male, white, stage:ia, alive, 616 days
7.4
TCGA-39-5029-01A
67 years, male, white, stage:iiia, dead, 740 days
7.3
TCGA-85-8049-01A
57 years, male, white, stage:ib, alive, 579 days
7.3
TCGA-50-5066-01A
72 years, male, black or african american, stage:ib, alive, 1442 days
7.3
TCGA-43-A56U-01A
76 years, female, white, stage:ia, alive, 432 days
7.3
TCGA-S2-AA1A-01A
68 years, female, black or african american, stage:ia, alive, 513 days
7.2
TCGA-55-7815-01A
77 years, male, stage:ib, alive, 773 days
7.2
TCGA-96-8169-01A
67 years, female, white, stage:ia, alive, 557 days
7.1
TCGA-56-8625-01A
66 years, female, white, stage:iiia, dead, 315 days
7.1
TCGA-50-5936-01A
58 years, male, white, stage:iiia, dead, 257 days
7.1
TCGA-46-3769-01A
57 years, male, white, alive, 135 days
7.1
TCGA-67-3773-01A
84 years, female, white, stage:ib, alive, 427 days
7.1
TCGA-66-2734-01A
62 years, female, stage:ib, alive, 1311 days
7.1
TCGA-55-8089-01A
56 years, male, white, stage:ia, dead, 702 days
7.0
TCGA-MF-A522-01A
54 years, male, white, stage:ib, dead, 360 days
7.0
TCGA-46-3766-01A
62 years, female, white, stage:ia, alive, 370 days
6.9
TCGA-L3-A4E7-01A
71 years, male, white, stage:ib, alive, 392 days
6.9
TCGA-73-7499-01A
81 years, female, white, stage:ib, dead, 1531 days
6.9
TCGA-86-8054-01A
61 years, male, white, stage:iib, alive, 1148 days
6.9
TCGA-66-2742-01A
70 years, male, stage:iv, alive, 641 days
6.9
TCGA-21-5787-01A
65 years, male, black or african american, stage:iiia, dead, 329 days
6.9
TCGA-86-8674-01A
50 years, male, white, stage:iia, alive, 806 days
6.9
TCGA-97-8174-01A
67 years, male, white, stage:iia, dead, 164 days
6.8
TCGA-MP-A4TA-01A
75 years, female, white, stage:ia, dead, 950 days
6.8
TCGA-95-A4VP-01A
66 years, female, white, stage:iiia, alive, 605 days
6.8
TCGA-96-8170-01A
75 years, female, white, stage:iia, alive, 531 days
6.8
TCGA-55-A57B-01A
80 years, female, black or african american, stage:ia, alive, 546 days
6.8
TCGA-91-7771-01A
62 years, male, white, stage:iib, alive, 492 days
6.8
TCGA-44-5643-01A
53 years, male, black or african american, stage:iiia, alive, 1013 days
6.8
TCGA-85-8481-01A
70 years, male, white, stage:iib, dead, 236 days
6.7
TCGA-90-A59Q-01A
61 years, female, white, stage:iia, dead, 322 days
6.7
TCGA-85-A50M-01A
47 years, male, asian, stage:iia, dead, 826 days
6.7
TCGA-34-2608-01A
84 years, male, white, stage:ib, dead, 1000 days
6.6
TCGA-22-5478-01A
79 years, male, stage:ib, dead, 24 days
6.6
TCGA-73-4677-01A
75 years, male, white, dead, 38 days
6.6
TCGA-60-2697-01A
41 years, male, white, stage:iia, dead, 372 days
6.6
TCGA-NK-A7XE-01A
66 years, male, black or african american, stage:iiib, alive, 13 days
6.6
TCGA-22-4609-01A
81 years, male, white, stage:ia, dead, 291 days
6.6
TCGA-55-6968-01A
61 years, male, white, stage:iv, dead, 1293 days
6.5
TCGA-77-A5FZ-01A
64 years, male, stage:iiib, dead, 3838 days
6.5
TCGA-44-2665-01A
55 years, female, white, stage:iib, alive, 1301 days
6.5
TCGA-62-8397-01A
70 years, female, white, stage:iib, alive, 1289 days
6.5
TCGA-L9-A50W-01A
75 years, male, black or african american, stage:iia, dead, 442 days
6.4
TCGA-21-1070-01A
61 years, female, black or african american, stage:iiia, alive, 3636 days
6.4
TCGA-91-8497-01A
75 years, female, white, stage:ia, dead, 434 days
6.3
TCGA-85-8351-01A
72 years, male, white, stage:iia, alive, 510 days
6.3
TCGA-66-2786-01A
68 years, female, stage:ia, alive, 790 days
6.3
TCGA-21-1076-01A
54 years, female, white, stage:ib, alive, 1852 days
6.3
TCGA-55-6980-01A
male, white, stage:ia, alive, 2109 days
6.2
TCGA-05-4426-01A
71 years, male, stage:ib, alive, 791 days
6.2
TCGA-94-7943-01A
80 years, male, white, stage:ia, alive, 559 days
6.2
TCGA-85-A5B5-01A
58 years, male, white, stage:ia, alive, 111 days
6.2
TCGA-44-3917-01A
33 years, female, white, stage:ib, alive, 1183 days
6.1
TCGA-66-2744-01A
71 years, male, stage:iib, alive, 30 days
6.1
TCGA-50-5941-01A
55 years, female, white, stage:iiia, alive, 1474 days
6.1
TCGA-39-5021-01A
70 years, male, white, stage:ib, dead, 2086 days
6.1
TCGA-60-2710-01A
67 years, female, white, stage:iia, alive, 2024 days
6.0
TCGA-73-4666-01A
52 years, female, white, stage:iv, alive, 800 days
6.0
TCGA-66-2790-01A
72 years, male, stage:iib, alive, 699 days
6.0
TCGA-85-8070-01A
71 years, male, white, stage:ib, alive, 960 days
6.0
TCGA-78-7167-01A
77 years, male, white, stage:iv, dead, 2681 days
6.0
TCGA-66-2800-01A
70 years, male, stage:iiib, alive, 1492 days
5.9
TCGA-86-7954-01A
68 years, female, white, stage:ib, alive, 605 days
5.9
TCGA-56-8305-01A
72 years, male, white, stage:ib, alive, 105 days
5.9
TCGA-21-1078-01A
77 years, male, white, stage:ib, dead, 474 days
5.9
TCGA-MP-A4SY-01A
61 years, male, white, stage:iib, dead, 1501 days
5.9
TCGA-86-8672-01A
59 years, male, white, stage:iib, dead, 19 days
5.9
TCGA-77-8140-01A
66 years, female, stage:iib, dead, 351 days
5.8
TCGA-62-A471-01A
64 years, male, white, stage:iib, alive, 1246 days
5.7
TCGA-55-8091-01A
75 years, male, white, stage:ib, alive, 600 days
5.7
TCGA-85-8666-01A
65 years, male, white, stage:ib, dead, 687 days
5.7
TCGA-85-6175-01A
63 years, female, white, stage:iib, dead, 294 days
5.7
TCGA-18-3419-01A
73 years, male, stage:iib, alive, 2811 days
5.7
TCGA-75-5147-01A
female, stage:ib, alive, 1333 days
5.7
TCGA-56-A4BY-01A
66 years, male, white, stage:ib, dead, 543 days
5.6
TCGA-93-A4JQ-01A
49 years, male, white, stage:ia, alive, 526 days
5.6
TCGA-58-8388-01A
60 years, male, white, stage:ib, dead, 412 days
5.6
TCGA-39-5024-01A
65 years, female, white, stage:iiia, alive, 2510 days
5.6
TCGA-96-7545-01A
73 years, male, white, stage:ia, dead, 1736 days
5.6
TCGA-50-5942-01A
67 years, female, white, stage:ia, alive, 1847 days
5.5
TCGA-NK-A5CX-01A
73 years, male, white, stage:iia, alive, 111 days
5.5
TCGA-34-2596-01A
70 years, male, white, stage:iib, dead, 80 days
5.5
TCGA-52-7811-01A
67 years, male, white, stage:ib, dead, 266 days
5.5
TCGA-77-7139-01A
56 years, male, white, stage:iib, alive, 4261 days
5.5
TCGA-44-3396-01A
74 years, female, white, stage:iiia, alive, 1130 days
5.5
TCGA-22-4591-01A
80 years, male, white, stage:iiia, dead, 623 days
5.5
TCGA-77-8131-01A
72 years, male, stage:ib, dead, 383 days
5.4
TCGA-77-8145-01A
73 years, male, stage:iiib, dead, 212 days
5.4
TCGA-98-A53B-01A
69 years, male, white, stage:ib, dead, 61 days
5.4
TCGA-50-5939-01A
85 years, male, white, stage:ib, dead, 460 days
5.3
TCGA-22-1005-01A
63 years, male, white, stage:ia, dead, 1953 days
5.3
TCGA-56-8629-01A
63 years, male, white, stage:iia, alive, 481 days
5.3
TCGA-77-8138-01A
74 years, male, stage:ib, dead, 539 days
5.3
TCGA-43-2578-01A
59 years, female, white, stage:ia, dead, 684 days
5.3
TCGA-98-A53D-01A
68 years, male, white, stage:iib, dead, 645 days
5.3
TCGA-44-7669-01A
59 years, male, black or african american, stage:iia, dead, 574 days
5.3
TCGA-63-A5ML-01A
68 years, male, stage:ib, alive, 1386 days
5.2
TCGA-50-7109-01A
60 years, male, white, stage:ia, dead, 308 days
5.1
TCGA-56-A49D-01A
67 years, male, white, stage:iiia, alive, 637 days
5.1
TCGA-39-5019-01A
70 years, male, white, stage:ib, alive, 3387 days
5.1
TCGA-73-A9RS-01A
41 years, male, black or african american, stage:iib, dead, 340 days
5.1
TCGA-55-8620-01A
60 years, male, white, stage:iv, dead, 375 days
5.1
TCGA-66-2788-01A
56 years, male, stage:ib, alive, 699 days
5.1
TCGA-78-7220-01A
53 years, female, white, stage:iiia, dead, 807 days
5.0
TCGA-58-8392-01A
70 years, male, white, stage:ib, dead, 501 days
5.0
TCGA-78-7158-01A
59 years, female, white, stage:iiib, dead, 179 days
5.0
TCGA-77-7338-01A
64 years, male, white, stage:ib, dead, 5 days
5.0
TCGA-75-7025-01A
male, stage:ib, alive, 3305 days
4.9
TCGA-67-3770-01A
70 years, female, white, stage:ia, alive, 610 days
4.9
TCGA-22-5485-01A
58 years, female, white, stage:ia, dead, 916 days
4.9
TCGA-66-2767-01A
62 years, male, stage:iiib, alive, 61 days
4.9
TCGA-53-7624-01A
40 years, female, white, stage:iv, dead, 1043 days
4.9
TCGA-L3-A524-01A
45 years, female, white, stage:iib, dead, 490 days
4.9
TCGA-50-5044-01A
72 years, female, white, stage:iiib, dead, 624 days
4.9
TCGA-78-7166-01A
84 years, male, white, stage:iib, dead, 258 days
4.8
TCGA-85-8353-01A
72 years, male, white, stage:iiia, dead, 94 days
4.8
TCGA-56-A4BX-01A
70 years, male, white, stage:iia, alive, 405 days
4.8
TCGA-O2-A52V-01A
75 years, female, black or african american, stage:ii, dead, 1335 days
4.8
TCGA-J1-A4AH-01A
70 years, male, white, stage:iia, alive, 581 days
4.8
TCGA-56-8083-01A
56 years, male, white, stage:ib, alive, 150 days
4.8
TCGA-52-7809-01A
74 years, male, white, stage:ib, dead, 166 days
4.8
TCGA-91-6840-01A
59 years, female, white, stage:ia, alive, 372 days
4.7
TCGA-LA-A7SW-01A
71 years, male, black or african american, stage:iiia, dead, 408 days
4.7
TCGA-85-8048-01A
62 years, male, white, stage:ia, alive, 765 days
4.7
TCGA-NJ-A4YP-01A
52 years, male, white, stage:ib, alive, 50 days
4.7
TCGA-98-A539-01A
63 years, male, white, stage:iib, alive, 173 days
4.7
TCGA-58-8393-01A
68 years, female, white, stage:ib, alive, 1058 days
4.7
TCGA-63-A5MR-01A
70 years, female, stage:ib, alive, 2716 days
4.7
TCGA-33-A5GW-01A
67 years, male, white, stage:iia, dead, 9 days
4.7
TCGA-85-A4JC-01A
84 years, male, white, stage:iia, dead, 604 days
4.7
TCGA-60-2704-01A
73 years, male, white, stage:iib, dead, 1154 days
4.7
TCGA-44-3398-01A
77 years, female, white, stage:ia, alive, 1163 days
4.6
TCGA-66-2757-01A
65 years, female, stage:ia, dead, 1338 days
4.6
TCGA-18-4086-01A
65 years, male, stage:ib, dead, 85 days
4.6
TCGA-37-A5EN-01A
59 years, male, white, stage:iiib, alive, 660 days
4.6
TCGA-60-2695-01A
74 years, female, white, stage:ib, alive, 642 days
4.6
TCGA-55-A493-01A
54 years, female, white, stage:ib, alive, 28 days
4.5
TCGA-51-6867-01A
72 years, female, white, stage:i, dead, 1856 days
4.5
TCGA-49-6767-01A
46 years, female, white, stage:iib, alive, 677 days
4.5
TCGA-44-2656-01B
59 years, male, white, stage:ib, alive, 1429 days
4.5
TCGA-86-8669-01A
64 years, male, white, stage:ia, alive, 938 days
4.5
TCGA-60-2725-01A
74 years, male, white, stage:ib, alive, 816 days
4.5
TCGA-66-2780-01A
65 years, male, stage:ib, dead, 366 days
4.4
TCGA-NK-A5D1-01A
57 years, male, white, stage:iia, alive, 511 days
4.4
TCGA-85-8355-01A
63 years, male, white, stage:ia, alive, 61 days
4.4
TCGA-53-7813-01A
51 years, female, white, stage:iiib, alive, 424 days
4.4
TCGA-51-4079-01A
73 years, female, black or african american, stage:ib, dead, 12 days
4.4
TCGA-85-8582-01A
49 years, male, white, stage:ia, alive, 1160 days
4.4
TCGA-66-2765-01A
64 years, male, stage:ib, alive, 61 days
4.4
TCGA-60-2720-01A
60 years, female, white, stage:ib, alive, 97 days
4.4
TCGA-94-8491-01A
73 years, male, white, stage:iia, alive, 810 days
4.4
TCGA-55-7570-01A
60 years, male, black or african american, stage:ia, alive, 824 days
4.4
TCGA-98-8021-01A
75 years, female, white, stage:ia, alive, 937 days
4.4
TCGA-34-5232-01A
75 years, female, black or african american, stage:iia, alive, 2471 days
4.4
TCGA-86-8668-01A
61 years, female, white, stage:ia, alive, 423 days
4.4
TCGA-34-5234-01A
71 years, female, white, stage:ia, alive, 2271 days
4.3
TCGA-56-6545-01A
77 years, female, white, stage:ib, alive, 666 days
4.3
TCGA-18-5592-01A
57 years, male, stage:iib, alive, 1519 days
4.2
TCGA-68-A59I-01A
73 years, female, black or african american, stage:iiia, alive, 428 days
4.2
TCGA-O2-A52N-01A
78 years, male, white, stage:i, dead, 1006 days
4.2
TCGA-55-8205-01A
76 years, female, white, stage:iia, alive, 599 days
4.2
TCGA-37-4141-01A
65 years, female, white, stage:ia, alive, 12 days
4.2
TCGA-39-5031-01A
77 years, female, stage:ia, dead, 1841 days
4.2
TCGA-77-6844-01A
74 years, male, white, stage:iiia, dead, 2284 days
4.2
TCGA-63-A5MN-01A
78 years, female, stage:iib, dead, 345 days
4.2
TCGA-34-5236-01A
60 years, male, white, stage:iib, dead, 276 days
4.1
TCGA-56-8308-01A
79 years, male, white, stage:iib, alive, 517 days
4.1
TCGA-44-6145-01A
62 years, female, white, stage:ia, alive, 595 days
4.1
TCGA-98-8022-01A
61 years, male, white, stage:ia, dead, 933 days
4.1
TCGA-85-8072-01A
60 years, male, white, stage:ia, alive, 932 days
4.1
TCGA-44-8120-01A
58 years, male, black or african american, stage:ib, alive, 260 days
4.1
TCGA-56-8626-01A
60 years, male, white, stage:ia, dead, 302 days
4.1
TCGA-55-6987-01A
77 years, male, white, stage:ia, alive, 2137 days
4.1
TCGA-55-8299-01A
61 years, female, white, stage:ia, dead, 469 days
4.1
TCGA-63-7022-01A
female, stage:ia, alive, 2073 days
4.1
TCGA-68-A59J-01A
74 years, female, white, stage:ib, alive, 409 days
4.1
TCGA-22-0944-01A
61 years, male, white, stage:ib, dead, 223 days
4.1
TCGA-78-7146-01A
71 years, female, white, stage:iiia, dead, 173 days
4.0
TCGA-78-7156-01A
62 years, male, white, stage:iv, dead, 976 days
4.0
TCGA-63-A5MT-01A
74 years, male, stage:iib, alive, 498 days
4.0
TCGA-96-A4JL-01A
78 years, female, asian, stage:iia, alive, 842 days
4.0
TCGA-94-7557-01A
73 years, male, black or african american, stage:ib, dead, 5 days
4.0
TCGA-43-7658-01A
75 years, female, white, stage:ia, dead, 2378 days
4.0
TCGA-44-6147-01B
67 years, female, white, stage:ia, alive, 845 days
3.9
TCGA-92-8065-01A
74 years, female, white, stage:iib, alive, 70 days
3.9
TCGA-60-2696-01A
76 years, female, black or african american, stage:iia, dead, 109 days
3.9
TCGA-50-5931-01A
75 years, female, white, stage:ib, dead, 434 days
3.9
TCGA-34-8455-01A
67 years, male, white, stage:iv, dead, 123 days
3.9
TCGA-18-3409-01A
74 years, male, white, stage:ia, alive, 3747 days
3.9
TCGA-43-8118-01A
55 years, female, white, stage:ia, dead, 89 days
3.8
TCGA-69-7760-01A
73 years, male, white, stage:iib, alive, 202 days
3.8
TCGA-63-A5MS-01A
78 years, male, stage:ib, alive, 2381 days
3.8
TCGA-62-A46O-01A
65 years, female, white, stage:ib, dead, 1454 days
3.7
TCGA-85-7697-01A
49 years, male, white, stage:iib, alive, 1063 days
3.7
TCGA-O2-A52Q-01A
45 years, female, white, stage:iii, dead, 113 days
3.7
TCGA-78-7150-01A
59 years, male, white, stage:iib, dead, 666 days
3.7
TCGA-85-7710-01A
59 years, female, white, stage:ia, alive, 42 days
3.7
TCGA-43-6771-01A
85 years, male, white, stage:ib, dead, 166 days
3.7
TCGA-50-5933-01A
72 years, male, white, stage:iiib, dead, 2393 days
3.7
TCGA-39-5022-01A
76 years, male, white, stage:ib, dead, 1679 days
3.7
TCGA-22-5489-01A
64 years, male, white, stage:ia, dead, 1912 days
3.7
TCGA-70-6722-01A
47 years, male, asian, stage:iiia, alive, 367 days
3.7
TCGA-56-7730-01A
73 years, male, white, stage:iia, dead, 198 days
3.7
TCGA-99-8033-01A
74 years, female, white, stage:iv, dead, 656 days
3.6
TCGA-39-5027-01A
73 years, male, white, stage:ib, alive, 3108 days
3.6
TCGA-56-8201-01A
74 years, male, white, stage:iib, dead, 397 days
3.6
TCGA-34-5929-01A
79 years, female, white, stage:ib, dead, 151 days
3.6
TCGA-60-2703-01A
73 years, male, white, stage:iib, dead, 2945 days
3.6
TCGA-39-5016-01A
44 years, male, white, stage:iia, alive, 3850 days
3.6
TCGA-18-3408-01A
77 years, female, white, stage:ib, dead, 2304 days
3.6
TCGA-38-4630-01A
75 years, female, white, stage:ib, dead, 1073 days
3.6
TCGA-77-8008-01A
68 years, male, stage:ib, dead, 2639 days
3.5
TCGA-55-7726-01A
72 years, female, white, stage:ia, alive, 652 days
3.5
TCGA-85-A4PA-01A
61 years, male, white, stage:ib, alive, 741 days
3.5
TCGA-56-A5DR-01A
81 years, male, white, stage:ia, alive, 4 days
3.5
TCGA-21-1080-01A
66 years, male, white, stage:ib, alive, 3724 days
3.5
TCGA-95-7944-01A
71 years, male, white, stage:ia, alive, 377 days
3.5
TCGA-MP-A4TH-01A
70 years, female, white, stage:ia, alive, 741 days
3.5
TCGA-33-4538-01A
66 years, male, white, stage:iiia, dead, 2979 days
3.4
TCGA-64-1678-01A
71 years, female, white, alive, 1189 days
3.4
TCGA-77-8148-01A
68 years, male, stage:iiia, alive, 2023 days
3.4
TCGA-85-A510-01A
74 years, female, white, stage:iib, alive, 482 days
3.4
TCGA-NC-A5HQ-01A
70 years, male, white, stage:iiia, dead, 448 days
3.4
TCGA-33-AASB-01A
66 years, male, black or african american, stage:ib, dead, 211 days
3.4
TCGA-66-2783-01A
67 years, male, stage:iiib, alive, 759 days
3.4
TCGA-22-5482-01A
81 years, male, white, stage:ib, dead, 357 days
3.4
TCGA-50-6594-01A
79 years, female, black or african american, stage:iiia, dead, 370 days
3.4
TCGA-50-6590-01A
72 years, female, white, stage:ib, dead, 1288 days
3.4
TCGA-46-3767-01A
76 years, male, white, stage:ia, alive, 388 days
3.4
TCGA-NC-A5HK-01A
58 years, female, white, stage:iib, alive, 128 days
3.4
TCGA-66-2769-01A
75 years, male, stage:iiib, dead, 215 days
3.4
TCGA-66-2794-01A
64 years, male, stage:iiib, alive, 1645 days
3.4
TCGA-22-4601-01A
73 years, female, white, stage:iiia, dead, 1057 days
3.3
TCGA-37-4130-01A
56 years, male, white, stage:ia, alive, 247 days
3.3
TCGA-58-A46J-01A
64 years, male, white, stage:iib, alive, 2589 days
3.3
TCGA-66-2737-01A
72 years, male, stage:iib, alive, 61 days
3.3
TCGA-4B-A93V-01A
52 years, female, black or african american, stage:ia, dead, 300 days
3.3
TCGA-39-5036-01A
73 years, male, white, stage:ib, alive, 2165 days
3.3
TCGA-35-4123-01A
38 years, male, white, stage:ia, alive, 182 days
3.3
TCGA-NC-A5HT-01A
69 years, male, white, stage:iiia, alive, 804 days
3.3
TCGA-60-2719-01A
83 years, female, white, stage:ib, alive, 1297 days
3.3
TCGA-22-4595-01A
57 years, male, white, stage:iiia, dead, 734 days
3.2
TCGA-85-6561-01A
66 years, male, white, stage:ib, alive, 1224 days
3.2
TCGA-66-2781-01A
67 years, male, stage:ib, alive, 121 days
3.2
TCGA-43-5670-01A
70 years, male, white, stage:iia, alive, 849 days
3.2
TCGA-66-2791-01A
66 years, male, stage:iiib, dead, 153 days
3.2
TCGA-O2-A52W-01A
63 years, male, black or african american, stage:i, dead, 261 days
3.1
TCGA-43-6773-01A
76 years, male, white, stage:iib, dead, 116 days
3.1
TCGA-22-5479-01A
64 years, male, white, stage:ib, dead, 2625 days
3.1
TCGA-33-6737-01A
71 years, male, white, stage:iiia, dead, 601 days
3.1
TCGA-66-2789-01A
73 years, male, stage:iiib, dead, 123 days
3.1
TCGA-55-8092-01A
75 years, male, white, stage:iib, dead, 154 days
3.1
TCGA-77-A5GA-01A
76 years, male, stage:ib, alive, 1280 days
3.1
TCGA-85-8350-01A
61 years, male, white, stage:ia, alive, 683 days
3.1
TCGA-NC-A5HP-01A
69 years, male, white, stage:iv, dead, 770 days
3.1
TCGA-56-A4BW-01A
55 years, male, white, stage:iia, alive, 585 days
3.1
TCGA-18-3421-01A
65 years, male, white, stage:ib, alive, 2645 days
3.1
TCGA-33-4547-01A
68 years, male, white, stage:ib, alive, 2419 days
3.1
TCGA-56-7221-01A
79 years, male, white, stage:ib, alive, 608 days
3.0
TCGA-94-8490-01A
70 years, male, white, stage:iib, alive, 153 days
3.0
TCGA-43-8115-01A
72 years, female, white, stage:iia, alive, 407 days
3.0
TCGA-22-0940-01A
71 years, male, white, stage:iia, dead, 669 days
3.0
TCGA-MP-A5C7-01A
76 years, female, white, stage:ib, alive, 2248 days
3.0
TCGA-98-7454-01A
73 years, male, white, stage:ib, alive, 652 days
3.0
TCGA-37-A5EM-01A
49 years, male, white, stage:ii, alive, 867 days
3.0
TCGA-56-7822-01A
76 years, male, black or african american, stage:iib, dead, 532 days
3.0
TCGA-33-4586-01A
57 years, male, white, stage:iiia, dead, 428 days
2.9
TCGA-66-2758-01A
71 years, male, stage:ib, alive, 639 days
2.9
TCGA-43-A56V-01A
61 years, male, black or african american, stage:iiia, alive, 366 days
2.9
TCGA-21-1083-01A
75 years, male, white, stage:ia, dead, 1315 days
2.9
TCGA-94-7033-01A
73 years, male, white, stage:ib, alive, 640 days
2.9
TCGA-86-6851-01A
73 years, female, white, stage:iia, alive, 179 days
2.9
TCGA-55-8085-01A
64 years, male, white, stage:ia, alive, 904 days
2.9
TCGA-18-3407-01A
72 years, male, asian, stage:ib, dead, 136 days
2.9
TCGA-33-4587-01A
63 years, female, white, stage:ib, dead, 1656 days
2.8
TCGA-60-2713-01A
64 years, male, white, stage:ib, alive, 1731 days
2.8
TCGA-22-1012-01A
80 years, female, white, stage:ib, dead, 429 days
2.8
TCGA-98-A53I-01A
64 years, male, white, stage:iia, alive, 565 days
2.8
TCGA-66-2753-01A
69 years, male, stage:ib, alive, 31 days
2.8
TCGA-85-7844-01A
71 years, male, white, stage:ib, alive, 911 days
2.8
TCGA-56-8503-01A
76 years, female, white, stage:iib, alive, 41 days
2.8
TCGA-18-4721-01A
74 years, male, white, stage:ia, alive, 4694 days
2.8
TCGA-66-2770-01A
79 years, male, stage:ib, alive, 700 days
2.7
TCGA-56-8622-01A
68 years, male, white, stage:ib, alive, 55 days
2.7
TCGA-69-8255-01A
72 years, male, white, stage:ia, alive, 129 days
2.7
TCGA-94-A5I6-01A
62 years, male, white, stage:iib, alive, 538 days
2.7
TCGA-90-6837-01A
64 years, male, white, stage:iib, alive, 758 days
2.7
TCGA-21-1071-01A
67 years, male, white, stage:ib, dead, 1426 days
2.7
TCGA-96-A4JK-01A
65 years, male, white, stage:iia, alive, 589 days
2.7
TCGA-77-8139-01A
72 years, male, stage:iib, alive, 3166 days
2.7
TCGA-90-A4EE-01A
53 years, male, white, stage:iia, alive, 688 days
2.7
TCGA-22-4594-01A
60 years, female, stage:iiia, dead, 1470 days
2.7
TCGA-21-1082-01A
61 years, male, white, stage:ib, alive, 3644 days
2.7
TCGA-56-7223-01A
66 years, male, white, stage:iiia, dead, 442 days
2.7
TCGA-56-A4ZK-01A
76 years, female, white, stage:ib, alive, 570 days
2.7
TCGA-77-7142-01A
59 years, female, white, stage:ib, alive, 2227 days
2.7
TCGA-77-8128-01A
60 years, male, stage:iiia, dead, 1150 days
2.7
TCGA-18-3412-01A
52 years, male, white, stage:ib, dead, 345 days
2.6
TCGA-21-1081-01A
69 years, male, white, stage:iib, dead, 284 days
2.6
TCGA-66-2727-01A
55 years, female, stage:ib, dead, 516 days
2.6
TCGA-O2-A52S-01A
58 years, female, white, stage:iii, dead, 387 days
2.6
TCGA-92-8064-01A
58 years, male, white, alive, 160 days
2.6
TCGA-55-A48Y-01A
69 years, male, white, stage:iia, alive, 630 days
2.6
TCGA-66-2763-01A
63 years, female, stage:ib, alive, 30 days
2.6
TCGA-44-2668-01B
51 years, male, white, stage:ib, dead, 761 days
2.6
TCGA-34-8456-01A
71 years, female, white, stage:iia, alive, 804 days
2.5
TCGA-77-8150-01A
64 years, male, stage:iiia, dead, 1655 days
2.5
TCGA-NC-A5HE-01A
60 years, male, white, stage:iib, alive, 2336 days
2.5
TCGA-85-7696-01A
64 years, male, white, stage:ia, alive, 1111 days
2.5
TCGA-85-A4QR-01A
67 years, male, white, stage:ib, alive, 600 days
2.5
TCGA-21-5782-01A
68 years, female, white, stage:ib, dead, 962 days
2.5
TCGA-44-2655-01A
65 years, female, white, stage:ia, alive, 1324 days
2.5
TCGA-85-6560-01A
59 years, male, white, stage:iia, alive, 1259 days
2.5
TCGA-60-2724-01A
47 years, male, white, stage:iiia, alive, 717 days
2.5
TCGA-21-5783-01A
76 years, male, white, stage:ib, dead, 2680 days
2.5
TCGA-77-8136-01A
74 years, female, stage:iib, dead, 1189 days
2.5
TCGA-43-6770-01A
59 years, female, black or african american, stage:ib, alive, 653 days
2.5
TCGA-34-8454-01A
62 years, female, white, stage:iiia, alive, 1180 days
2.5
TCGA-37-3789-01A
65 years, male, white, stage:ib, alive, 13 days
2.4
TCGA-22-1011-01A
73 years, male, white, stage:ib, dead, 53 days
2.4
TCGA-64-5775-01A
71 years, male, white, stage:iiia, dead, 62 days
2.4
TCGA-44-6779-01A
50 years, female, white, stage:iib, dead, 500 days
2.4
TCGA-38-4625-01A
66 years, female, white, stage:ib, alive, 2973 days
2.4
TCGA-18-3416-01A
83 years, male, stage:iib, dead, 973 days
2.4
TCGA-05-4422-01A
68 years, male, stage:ib, alive, 365 days
2.4
TCGA-49-4507-01A
73 years, female, white, stage:iiia, dead, 268 days
2.4
TCGA-77-A5G3-01A
63 years, male, stage:iib, alive, 4570 days
2.4
TCGA-55-7994-01A
81 years, male, white, stage:iib, alive, 603 days
2.4
TCGA-34-2600-01A
76 years, female, white, stage:ia, dead, 1874 days
2.4
TCGA-60-2716-01A
39 years, male, stage:iib, alive, 1475 days
2.4
TCGA-85-7699-01A
73 years, male, white, stage:iiia, dead, 1001 days
2.4
TCGA-33-4533-01A
76 years, female, black or african american, stage:ib, alive, 4068 days
2.4
TCGA-22-5477-01A
65 years, male, white, stage:ia, dead, 1346 days
2.4
TCGA-55-A492-01A
70 years, female, white, stage:ia, alive, 596 days
2.4
TCGA-56-8504-01A
74 years, male, white, stage:ib, alive, 510 days
2.4
TCGA-22-4604-01A
73 years, male, white, stage:iia, dead, 399 days
2.4
TCGA-98-8020-01A
56 years, female, black or african american, stage:iiia, dead, 84 days
2.4
TCGA-34-5241-01A
79 years, male, white, stage:ib, dead, 515 days
2.4
TCGA-46-3765-01A
59 years, female, white, stage:ia, alive, 405 days
2.4
TCGA-49-4514-01A
79 years, female, white, stage:ia, alive, 1700 days
2.4
TCGA-60-2723-01A
74 years, female, white, stage:ib, alive, 1092 days
2.4
TCGA-56-7582-01A
84 years, male, white, stage:ib, alive, 601 days
2.4
TCGA-63-A5MV-01A
69 years, male, stage:iia, alive, 1100 days
2.4
TCGA-66-2778-01A
68 years, female, stage:iiib, alive, 578 days
2.3
TCGA-98-A538-01A
67 years, male, white, stage:iib, alive, 826 days
2.3
TCGA-43-3920-01A
71 years, male, white, stage:ib, alive, 1007 days
2.3
TCGA-68-7755-01A
60 years, female, white, stage:iia, alive, 83 days
2.3
TCGA-43-3394-01A
52 years, male, black or african american, stage:ib, dead, 1190 days
2.3
TCGA-43-7657-01A
68 years, female, white, stage:ia, alive, 236 days
2.3
TCGA-85-8580-01A
52 years, female, white, stage:ib, alive, 1113 days
2.3
TCGA-21-5786-01A
64 years, male, white, stage:ib, alive, 1032 days
2.2
TCGA-66-2795-01A
68 years, male, stage:iiib, alive, 122 days
2.2
TCGA-33-AASD-01A
83 years, male, black or african american, stage:ia, dead, 3376 days
2.2
TCGA-39-5030-01A
81 years, female, asian, stage:iiia, dead, 59 days
2.2
TCGA-43-A475-01A
67 years, female, white, stage:iib, alive, 296 days
2.2
TCGA-56-A62T-01A
78 years, male, black or african american, stage:iia, alive, 440 days
2.2
TCGA-66-2785-01A
65 years, male, stage:ib, alive, 60 days
2.2
TCGA-58-A46M-01A
61 years, male, white, stage:iib, alive, 1072 days
2.2
TCGA-77-A5GH-01A
81 years, male, stage:ib, alive, 1182 days
2.1
TCGA-46-6026-01A
81 years, male, white, stage:iib, alive, 423 days
2.1
TCGA-94-8035-01A
64 years, male, white, stage:iib, alive, 122 days
2.0
TCGA-33-4589-01A
62 years, female, white, stage:iib, dead, 47 days
2.0
TCGA-33-A4WN-01A
61 years, male, white, stage:ib, dead, 143 days
2.0
TCGA-22-5473-01A
78 years, male, white, dead, 1933 days
2.0
TCGA-98-8023-01A
70 years, male, white, stage:iiia, alive, 649 days
2.0
TCGA-44-3918-01A
60 years, female, white, stage:ia, alive, 1036 days
2.0
TCGA-94-A4VJ-01A
71 years, female, white, stage:ia, alive, 430 days
2.0
TCGA-51-4081-01A
55 years, male, white, stage:iib, alive, 911 days
2.0
TCGA-85-8287-01A
72 years, male, white, stage:ia, dead, 23 days
2.0
TCGA-56-8082-01A
80 years, female, white, stage:iia, alive, 455 days
2.0
TCGA-22-5471-01A
76 years, male, white, stage:ib, alive, 1845 days
2.0
TCGA-85-A4CL-01A
65 years, male, white, stage:ia, dead, 921 days
2.0
TCGA-85-A512-01A
46 years, male, white, stage:iia, alive, 465 days
2.0
TCGA-33-4566-01A
40 years, male, white, stage:ib, dead, 5287 days
2.0
TCGA-66-2782-01A
71 years, male, stage:iib, dead, 365 days
2.0
TCGA-63-A5MB-01A
62 years, male, stage:ib, alive, 3123 days
1.9
TCGA-91-6848-01A
59 years, male, white, stage:iiia, alive, 224 days
1.9
TCGA-85-A511-01A
62 years, male, white, stage:iib, dead, 455 days
1.9
TCGA-58-A46K-01A
59 years, male, white, stage:iiia, dead, 1045 days
1.9
TCGA-58-A46N-01A
52 years, male, white, stage:ib, alive, 910 days
1.9
TCGA-NC-A5HF-01A
74 years, male, white, stage:iiib, dead, 138 days
1.9
TCGA-77-8009-01A
68 years, male, stage:iib, dead, 1695 days
1.9
TCGA-63-A5MY-01A
63 years, male, stage:ia, alive, 1052 days
1.9
TCGA-77-6842-01A
79 years, male, white, stage:iib, dead, 899 days
1.9
TCGA-22-5491-01A
74 years, male, white, stage:ia, dead, 1713 days
1.9
TCGA-56-8624-01A
84 years, male, white, stage:iib, alive, 420 days
1.9
TCGA-77-8156-01A
60 years, male, stage:ib, alive, 1106 days
1.9
TCGA-22-4613-01A
73 years, female, white, stage:ia, dead, 358 days
1.9
TCGA-22-4599-01A
73 years, female, white, stage:ib, dead, 1161 days
1.9
TCGA-77-8133-01A
74 years, male, stage:iia, dead, 1640 days
1.9
TCGA-34-5928-01A
83 years, female, white, stage:iib, alive, 1196 days
1.8
TCGA-60-2722-01A
66 years, male, white, stage:iib, alive, 908 days
1.8
TCGA-85-7698-01A
48 years, male, white, stage:ia, alive, 952 days
1.8
TCGA-56-8309-01A
66 years, male, white, stage:ia, alive, 428 days
1.8
TCGA-92-7340-01A
45 years, female, white, stage:iia, alive, 82 days
1.8
TCGA-43-6647-01A
69 years, female, white, stage:iib, alive, 757 days
1.8
TCGA-33-4582-01A
55 years, male, white, stage:ia, dead, 3149 days
1.8
TCGA-60-2712-01A
79 years, female, white, stage:iib, dead, 274 days
1.8
TCGA-34-5240-01A
73 years, female, white, stage:iib, alive, 1541 days
1.8
TCGA-05-4396-01A
76 years, male, stage:iiib, dead, 303 days
1.8
TCGA-05-5420-01A
67 years, male, stage:iiia, alive, 457 days
1.8
TCGA-91-A4BC-01A
59 years, male, white, stage:iia, alive, 44 days
1.8
TCGA-86-8358-01A
44 years, male, white, stage:ib, alive, 653 days
1.7
TCGA-MP-A4TF-01A
58 years, female, white, stage:iia, dead, 336 days
1.7
TCGA-18-3415-01A
77 years, male, stage:ib, dead, 2803 days
1.7
TCGA-34-5239-01A
75 years, male, white, stage:iiia, alive, 1834 days
1.7
TCGA-LA-A446-01A
69 years, male, white, stage:ia, alive, 401 days
1.7
TCGA-92-7341-01A
71 years, male, white, stage:ib, alive, 106 days
1.7
TCGA-63-A5MH-01A
68 years, male, stage:ia, alive, 2026 days
1.7
TCGA-34-5231-01A
72 years, male, white, stage:ia, dead, 1984 days
1.7
TCGA-85-8354-01A
53 years, male, white, stage:ib, alive, 995 days
1.7
TCGA-68-8251-01A
78 years, male, white, stage:ib, alive, 406 days
1.6
TCGA-90-7767-01A
56 years, male, white, stage:iib, alive, 89 days
1.6
TCGA-77-A5GF-01A
70 years, male, stage:iia, dead, 840 days
1.6
TCGA-NC-A5HR-01A
75 years, female, white, stage:iia, alive, 1244 days
1.6
TCGA-50-5051-01A
42 years, female, white, stage:iiia, dead, 478 days
1.6
TCGA-85-7950-01A
46 years, male, white, stage:ib, alive, 576 days
1.6
TCGA-63-A5MM-01A
69 years, female, stage:iib, dead, 456 days
1.6
TCGA-39-5037-01A
65 years, male, white, stage:iia, alive, 1690 days
1.6
TCGA-64-5781-01A
55 years, female, white, stage:ib, alive, 1559 days
1.6
TCGA-98-A53A-01A
70 years, male, black or african american, stage:ib, dead, 552 days
1.5
TCGA-55-5899-01A
male, white, alive, 930 days
1.5
TCGA-22-4593-01A
77 years, male, white, stage:iia, dead, 1067 days
1.5
TCGA-55-6975-01A
male, white, stage:iib, dead, 118 days
1.5
TCGA-51-4080-01A
65 years, male, black or african american, stage:iiib, dead, 12 days
1.5
TCGA-77-A5G1-01A
75 years, male, stage:iiia, alive, 4026 days
1.5
TCGA-22-5481-01A
72 years, female, white, stage:iib, dead, 2409 days
1.5
TCGA-22-5480-01A
66 years, female, white, stage:ia, dead, 2170 days
1.5
TCGA-63-7023-01A
male, stage:iia, alive, 1682 days
1.5
TCGA-85-A4JB-01A
74 years, male, white, stage:iib, alive, 942 days
1.5
TCGA-33-AASL-01A
57 years, female, black or african american, stage:ia, dead, 826 days
1.5
TCGA-91-6849-01A
75 years, female, black or african american, stage:iiia, alive, 35 days
1.5
TCGA-66-2787-01A
57 years, male, stage:ia, alive, 1217 days
1.5
TCGA-66-2759-01A
66 years, male, stage:iiia, alive, 762 days
1.5
TCGA-58-8390-01A
70 years, male, white, stage:iia, alive, 911 days
1.5
TCGA-NC-A5HD-01A
79 years, male, white, stage:iib, dead, 2 days
1.5
TCGA-44-7667-01A
49 years, female, white, stage:iib, alive, 1097 days
1.5
TCGA-NK-A5CR-01A
77 years, male, stage:ib, alive, 2542 days
1.5
TCGA-66-2766-01A
54 years, male, stage:iiia, alive, 31 days
1.4
TCGA-77-7335-01A
62 years, female, white, stage:iiib, dead, 2133 days
1.4
TCGA-34-7107-01A
70 years, male, white, stage:ii, dead, 34 days
1.4
TCGA-77-7337-01A
65 years, male, white, stage:iib, dead, 3253 days
1.4
TCGA-34-5927-01A
70 years, female, white, stage:ia, alive, 1361 days
1.4
TCGA-22-A5C4-01A
70 years, male, white, stage:iia, alive, 671 days
1.4
TCGA-77-8130-01A
69 years, male, stage:iib, alive, 4765 days
1.4
TCGA-05-4418-01A
69 years, male, stage:iiia, dead, 274 days
1.4
TCGA-60-2721-01A
73 years, male, white, stage:ib, alive, 983 days
1.4
TCGA-97-8171-01A
81 years, male, asian, stage:iv, alive, 568 days
1.4
TCGA-56-8304-01A
73 years, female, white, stage:ia, alive, 106 days
1.3
TCGA-63-7021-01A
male, stage:ia, alive, 2142 days
1.3
TCGA-05-4415-01A
57 years, male, stage:iiib, dead, 91 days
1.3
TCGA-85-8276-01A
62 years, male, white, stage:iia, alive, 1050 days
1.3
TCGA-77-A5G6-01A
66 years, male, stage:iiia, dead, 678 days
1.3
TCGA-58-A46L-01A
73 years, male, white, stage:iiia, alive, 1723 days
1.3
TCGA-77-A5GB-01B
90 years, male, stage:ib, dead, 937 days
1.3
TCGA-18-4083-01A
63 years, male, white, stage:iib, dead, 188 days
1.3
TCGA-33-AASJ-01A
60 years, male, black or african american, stage:ib, dead, 3600 days
1.3
TCGA-85-8277-01A
70 years, male, white, stage:iiia, dead, 307 days
1.3
TCGA-18-5595-01A
50 years, male, stage:ib, dead, 827 days
1.3
TCGA-85-A53L-01A
63 years, male, asian, stage:iia, alive, 377 days
1.3
TCGA-77-A5G8-01B
71 years, male, stage:iib, alive, 1884 days
1.3
TCGA-66-2755-01A
63 years, male, stage:ib, alive, 28 days
1.3
TCGA-63-A5MP-01A
57 years, male, stage:iib, alive, 769 days
1.2
TCGA-77-7465-01A
59 years, male, white, stage:iia, alive, 990 days
1.2
TCGA-66-2756-01A
68 years, male, stage:iiib, alive, 30 days
1.2
TCGA-21-1072-01A
75 years, male, white, stage:ib, alive, 3016 days
1.2
TCGA-33-4532-01A
68 years, male, white, stage:ib, dead, 3924 days
1.2
TCGA-39-5035-01A
72 years, female, white, stage:ia, alive, 2080 days
1.2
TCGA-66-2792-01A
58 years, male, stage:iib, alive, 913 days
1.2
TCGA-94-A5I4-01A
61 years, male, white, stage:iia, alive, 491 days
1.2
TCGA-91-8499-01A
76 years, female, white, stage:ia, alive, 36 days
1.2
TCGA-60-2708-01A
64 years, female, white, stage:iib, alive, 2447 days
1.2
TCGA-77-7463-01A
75 years, male, white, stage:ib, dead, 1423 days
1.2
TCGA-43-8116-01A
73 years, male, white, stage:ia, alive, 358 days
1.2
TCGA-33-AAS8-01A
59 years, female, black or african american, stage:ia, dead, 1114 days
1.1
TCGA-O2-A5IB-01A
71 years, female, white, stage:iii, dead, 340 days
1.1
TCGA-96-7544-01A
83 years, male, white, stage:iib, dead, 2160 days
1.1
TCGA-43-6143-01A
70 years, male, white, stage:ib, alive, 699 days
1.1
TCGA-90-A4ED-01A
69 years, male, white, stage:ib, alive, 615 days
1.1
TCGA-77-6845-01A
69 years, male, white, stage:iib, dead, 708 days
1.1
TCGA-78-7153-01A
65 years, female, white, stage:ib, alive, 3635 days
1.1
TCGA-37-3783-01A
51 years, male, white, stage:iiia, alive, 122 days
1.1
TCGA-37-5819-01A
65 years, male, white, stage:iiia, alive, 103 days
1.0
TCGA-63-A5MW-01A
76 years, male, stage:ib, alive, 1639 days
1.0
TCGA-37-4132-01A
61 years, female, white, stage:iv, alive, 227 days
1.0
TCGA-63-A5MJ-01A
54 years, male, stage:iib, alive, 1824 days
1.0
TCGA-77-A5G7-01B
63 years, male, stage:ia, dead, 180 days
1.0
TCGA-58-8391-01A
57 years, female, white, stage:iiia, alive, 2167 days
1.0
TCGA-85-7843-01A
50 years, male, white, stage:iia, alive, 35 days
1.0
TCGA-NC-A5HI-01A
68 years, female, white, stage:ib, alive, 1743 days
1.0
TCGA-46-6025-01A
71 years, male, white, stage:iib, alive, 324 days
0.9
TCGA-77-8143-01A
76 years, male, stage:iiia, dead, 803 days
0.9
TCGA-18-3406-01A
67 years, male, white, stage:ia, dead, 371 days
0.9
TCGA-37-4135-01A
68 years, male, white, stage:ib, alive, 207 days
0.9
TCGA-44-5644-01A
51 years, female, white, stage:ib, alive, 863 days
0.9
TCGA-66-2754-01A
67 years, male, stage:iiia, alive, 61 days
0.9
TCGA-77-7138-01A
67 years, male, stage:ib, dead, 340 days
0.9
TCGA-98-A53J-01A
78 years, male, white, stage:ib, alive, 630 days
0.9
TCGA-77-8154-01A
67 years, male, stage:ia, alive, 1841 days
0.9
TCGA-56-7823-01B
58 years, female, white, stage:iia, alive, 1011 days
0.8
TCGA-NC-A5HL-01A
73 years, male, white, stage:iia, dead, 88 days
0.8
TCGA-90-7769-01A
55 years, male, white, stage:iib, alive, 358 days
0.8
TCGA-43-A474-01A
66 years, male, white, stage:iia, alive, 353 days
0.8
TCGA-85-A50Z-01A
57 years, male, white, stage:iia, alive, 493 days
0.8
TCGA-60-2711-01A
64 years, female, white, stage:ib, alive, 1260 days
0.8
TCGA-86-A4D0-01A
48 years, male, white, stage:iia, dead, 116 days
0.8
TCGA-21-1075-01A
57 years, male, white, stage:iib, alive, 2134 days
0.8
TCGA-21-1079-01A
71 years, male, white, stage:iiia, dead, 965 days
0.8
TCGA-56-7579-01A
62 years, male, white, stage:iiia, dead, 951 days
0.7
TCGA-85-8288-01A
70 years, male, white, stage:iia, dead, 402 days
0.7
TCGA-21-A5DI-01A
77 years, male, white, stage:ia, alive, 979 days
0.7
TCGA-85-A4CN-01A
56 years, female, white, stage:iib, alive, 1038 days
0.7
TCGA-95-7043-01A
63 years, female, white, stage:ia, dead, 503 days
0.7
TCGA-56-7580-01A
84 years, male, white, stage:ib, alive, 925 days
0.7
TCGA-NC-A5HO-01A
70 years, female, white, stage:iiia, alive, 1336 days
0.7
TCGA-49-AAR2-01A
64 years, male, black or african american, stage:ib, alive, 2224 days
0.7
TCGA-85-8664-01A
73 years, male, white, stage:iib, dead, 550 days
0.7
TCGA-39-5034-01A
73 years, female, white, stage:iib, dead, 1107 days
0.7
TCGA-77-7140-01A
69 years, female, white, stage:iib, dead, 632 days
0.7
TCGA-85-A4QQ-01A
68 years, male, white, stage:ib, dead, 927 days
0.7
TCGA-85-8479-01A
66 years, male, white, stage:ia, alive, 468 days
0.6
TCGA-66-2793-01A
68 years, male, stage:iiib, dead, 306 days
0.6
TCGA-52-7810-01A
60 years, female, white, stage:iib, alive, 923 days
0.6
TCGA-18-3417-01A
65 years, male, stage:iv, dead, 1097 days
0.6
TCGA-NJ-A55R-01A
67 years, male, white, stage:ia, alive, 603 days
0.6
TCGA-63-A5MI-01A
65 years, male, stage:iiia, alive, 1784 days
0.6
TCGA-85-6798-01A
57 years, male, white, stage:iiia, dead, 195 days
0.6
TCGA-18-3410-01A
81 years, male, stage:iib, dead, 146 days
0.6
TCGA-77-8144-01A
70 years, male, stage:ib, alive, 833 days
0.6
TCGA-70-6723-01A
65 years, male, asian, stage:iia, alive, 375 days
0.5
TCGA-34-A5IX-01A
80 years, male, white, stage:iib, alive, 1031 days
0.5
TCGA-85-8071-01A
52 years, male, white, stage:iia, alive, 815 days
0.5
TCGA-58-8387-01A
60 years, male, white, stage:iia, dead, 403 days
0.5
TCGA-37-4129-01A
52 years, female, white, stage:ia, alive, 242 days
0.5
TCGA-85-8352-01A
67 years, male, white, stage:iiia, dead, 161 days
0.5
TCGA-77-8153-01A
77 years, female, stage:ib, alive, 1992 days
0.5
TCGA-56-8307-01A
55 years, female, white, stage:iib, alive, 818 days
0.4
TCGA-49-4506-01A
68 years, female, white, stage:iib, dead, 999 days
0.4
TCGA-33-4583-01A
73 years, male, white, stage:ia, dead, 4601 days
0.4
TCGA-NC-A5HH-01A
53 years, male, white, stage:ia, alive, 37 days
0.3
TCGA-NC-A5HG-01A
59 years, male, white, stage:iiia, alive, 1963 days
0.3
TCGA-NC-A5HN-01A
77 years, male, white, stage:iia, alive, 1499 days
0.1
Show all
LUNG 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.
Antibody stainingi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).