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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.
: 148.67
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
471.5
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
7116.2
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
4868.4
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
4091.7
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
3766.3
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
3712.0
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
3677.6
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
3048.9
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
3015.5
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
2646.5
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
2404.0
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
2304.3
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
2302.0
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
2254.3
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
2066.4
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
2014.0
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
1975.4
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
1975.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
1919.3
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
1878.3
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
1870.4
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
1817.0
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
1734.0
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1710.4
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
1686.5
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
1651.3
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
1545.4
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
1521.0
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
1486.5
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
1456.7
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
1442.3
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
1430.2
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
1393.6
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1336.0
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
1332.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
1331.6
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
1323.2
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
1277.5
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
1251.2
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
1203.9
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1201.2
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
1200.0
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
1198.1
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
1164.5
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
1162.3
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1143.2
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
1116.7
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
1095.1
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1081.0
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
1077.1
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
1073.8
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
1071.5
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1068.4
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1064.1
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
1045.2
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
1038.6
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
1029.6
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1018.6
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
1016.4
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
1003.3
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
1002.7
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
992.7
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
987.1
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
977.3
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
975.2
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
955.8
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
955.7
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
934.1
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
927.0
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
922.9
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
911.1
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
906.7
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
895.0
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
881.2
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
867.1
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
854.1
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
845.1
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
843.4
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
823.0
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
788.8
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
780.8
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
780.3
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
779.4
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
772.9
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
762.2
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
762.0
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
737.1
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
735.2
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
721.2
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
719.8
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
712.8
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
700.7
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
688.2
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
673.5
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
673.0
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
655.1
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
649.1
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
648.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
644.3
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
642.7
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
641.3
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
636.8
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
634.2
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
618.7
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
606.1
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
593.4
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
585.8
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
576.1
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
559.1
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
559.1
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
550.8
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
548.8
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
547.4
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
545.2
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
536.2
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
532.2
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
522.0
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
506.8
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
495.6
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
491.9
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
489.3
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
488.0
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
486.1
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
484.3
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
483.6
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
459.7
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
458.6
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
456.4
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
455.9
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
451.7
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
441.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
438.9
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
437.2
TCGA-AA-3977-01A
65 years, male, alive, 761 days
436.4
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
435.1
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
434.2
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
434.1
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
422.6
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
418.7
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
415.6
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
413.5
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
407.0
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
403.0
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
402.8
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
399.0
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
398.6
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
397.9
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
395.1
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
378.7
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
375.1
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
372.6
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
368.3
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
367.0
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
363.3
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
362.5
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
361.6
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
360.2
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
358.4
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
356.5
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
353.4
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
353.0
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
350.1
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
350.1
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
333.1
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
331.1
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
327.2
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
323.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
320.6
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
319.1
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
318.7
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
317.1
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
315.3
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
315.0
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
314.2
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
313.4
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
310.9
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
310.8
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
310.6
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
310.1
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
307.3
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
301.6
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
300.3
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
298.3
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
295.8
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
290.7
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
289.3
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
289.0
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
284.0
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
280.2
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
279.9
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
278.0
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
276.1
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
273.6
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
268.2
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
267.6
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
263.8
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
262.0
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
260.6
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
246.3
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
245.8
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
243.8
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
242.7
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
241.4
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
239.0
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
236.6
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
236.0
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
235.4
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
235.4
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
232.9
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
232.9
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
231.5
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
230.6
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
228.7
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
227.5
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
227.0
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
224.5
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
223.8
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
223.4
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
221.9
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
221.4
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
220.8
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
217.2
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
216.7
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
215.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
215.1
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
212.1
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
211.9
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
210.9
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
210.2
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
209.8
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
207.7
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
206.3
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
204.8
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
204.6
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
202.4
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
201.9
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
200.2
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
199.8
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
199.7
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
199.1
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
198.5
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
195.3
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
195.0
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
194.7
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
194.0
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
193.6
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
189.2
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
189.1
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
185.2
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
182.5
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
181.5
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
180.8
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
179.2
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
176.0
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
173.4
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
173.3
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
168.3
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
167.8
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
165.8
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
164.7
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
163.8
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
160.8
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
160.4
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
160.2
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
159.6
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
157.1
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
156.5
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
155.1
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
151.1
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
148.8
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
148.6
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
148.5
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
147.8
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
146.7
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
146.1
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
142.1
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
142.0
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
141.2
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
141.1
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
140.5
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
139.2
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
139.0
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
138.3
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
137.9
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
137.6
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
136.9
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
136.4
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
134.8
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
134.5
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
131.1
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
131.0
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
130.8
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
128.8
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
126.1
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
125.3
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
124.1
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
123.2
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
121.9
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
119.3
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
118.7
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
118.5
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
117.6
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
116.6
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
115.8
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
113.5
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
113.3
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
111.3
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
110.1
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
109.2
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
108.9
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
108.3
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
107.1
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
106.5
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
104.6
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
104.3
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
103.1
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
102.9
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
101.2
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
99.6
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
99.5
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
99.0
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
98.3
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
96.1
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
94.1
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
91.8
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
90.8
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
90.2
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
89.6
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
88.2
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
82.1
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
81.1
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
80.3
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
79.9
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
79.4
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
79.2
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
79.2
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
78.4
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
78.3
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
76.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
76.4
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
75.6
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
75.2
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
74.8
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
74.5
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
72.9
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
72.3
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
70.8
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
67.5
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
66.5
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
66.3
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
66.1
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
66.0
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
63.9
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
63.1
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
62.1
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
60.4
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
59.7
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
58.9
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
57.6
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
57.5
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
55.3
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
53.9
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
52.9
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
52.3
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
51.9
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
51.4
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
51.0
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
47.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
46.9
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
45.4
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
45.0
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
42.2
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
41.6
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
40.7
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
40.2
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
39.3
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
39.2
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
39.1
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
38.8
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
38.7
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
37.8
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
37.7
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
37.2
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
36.9
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
36.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
36.0
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
35.2
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
34.8
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
34.7
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
34.4
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
33.5
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
33.3
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
32.4
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
31.4
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
30.7
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
30.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
30.0
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
29.2
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
28.8
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
27.5
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
26.6
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
26.2
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
25.1
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
24.2
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
24.0
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
23.6
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
22.7
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
22.7
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
22.4
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
21.4
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
21.3
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
20.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
19.4
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
18.7
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
17.7
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
17.3
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
16.4
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
15.6
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
14.9
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
14.2
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
13.1
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
12.6
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
11.5
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
10.6
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
10.1
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
9.4
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
9.0
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
8.8
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
8.0
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
8.0
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
6.5
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
6.0
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
5.7
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
5.4
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
4.9
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
2.6
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
2.0
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
1.7
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
The Human Protein Atlas project is funded
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