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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.
: 435.25
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
680.9
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
3683.6
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
2877.6
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
2057.5
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
2000.3
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1940.7
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
1919.2
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
1692.7
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
1655.1
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
1627.3
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
1613.2
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
1604.6
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
1601.5
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
1570.9
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
1565.7
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
1545.5
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
1528.7
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
1522.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
1451.8
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
1436.7
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
1378.3
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
1349.4
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
1341.2
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
1327.0
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1291.8
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
1285.2
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
1278.6
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1258.4
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
1256.8
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
1247.6
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
1243.1
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
1229.5
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
1206.3
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
1200.1
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
1199.0
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
1197.6
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
1197.1
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
1196.3
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
1170.4
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1160.6
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
1157.2
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1149.7
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
1145.4
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1137.7
TCGA-AA-3977-01A
65 years, male, alive, 761 days
1129.5
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
1113.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
1112.0
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
1111.9
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
1106.8
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
1096.3
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
1095.4
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
1090.5
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
1083.5
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
1076.9
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
1064.4
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
1063.8
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1061.5
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
1057.5
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
1056.0
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1055.6
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1047.1
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
1045.7
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
1033.1
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
1029.5
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
1025.1
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
1013.4
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
1010.8
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
995.9
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
993.9
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
993.0
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
991.0
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
989.2
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
986.2
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
984.6
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
975.6
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
972.6
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
972.2
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
968.5
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
967.8
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
967.2
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
965.6
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
954.4
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
949.6
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
949.4
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
949.3
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
946.6
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
945.1
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
942.3
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
940.0
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
938.2
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
937.8
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
932.3
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
929.3
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
928.4
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
918.8
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
917.0
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
915.7
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
906.0
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
901.4
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
900.8
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
900.4
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
889.3
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
884.6
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
883.3
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
864.7
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
862.0
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
852.8
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
852.5
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
852.5
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
852.0
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
851.4
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
850.3
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
846.8
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
841.1
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
841.0
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
833.2
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
832.4
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
830.7
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
829.6
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
827.8
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
826.6
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
826.1
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
817.9
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
815.5
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
811.6
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
810.8
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
805.3
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
802.6
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
800.2
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
795.0
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
793.3
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
792.2
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
790.8
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
790.1
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
789.9
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
786.6
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
784.8
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
770.8
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
765.4
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
765.0
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
764.5
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
761.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
761.2
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
760.9
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
760.1
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
758.9
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
758.8
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
758.8
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
754.5
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
754.5
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
754.0
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
753.3
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
752.7
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
752.1
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
750.4
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
748.4
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
747.0
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
744.6
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
740.1
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
738.3
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
737.2
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
736.4
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
731.7
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
730.8
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
727.0
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
726.9
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
726.7
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
725.1
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
724.4
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
722.0
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
721.2
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
720.2
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
717.6
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
715.5
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
712.7
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
710.8
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
708.3
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
706.8
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
705.7
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
698.8
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
698.2
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
698.0
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
697.8
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
694.4
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
691.1
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
689.4
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
688.4
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
677.5
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
676.1
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
673.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
671.7
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
666.6
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
659.3
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
656.8
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
656.0
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
654.6
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
647.1
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
645.3
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
642.8
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
642.7
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
642.4
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
638.8
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
637.8
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
636.3
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
634.4
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
634.2
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
634.1
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
630.3
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
627.8
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
624.8
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
623.6
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
613.9
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
613.0
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
612.4
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
611.8
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
611.7
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
608.3
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
604.3
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
603.6
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
603.3
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
603.0
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
600.1
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
599.9
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
596.6
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
596.0
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
594.0
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
593.8
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
590.6
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
589.7
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
589.0
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
587.7
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
584.4
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
583.9
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
578.5
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
577.1
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
577.0
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
574.9
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
573.2
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
571.3
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
570.7
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
570.5
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
568.9
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
564.9
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
563.6
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
562.1
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
561.2
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
558.1
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
555.5
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
554.8
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
553.2
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
547.7
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
544.8
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
544.5
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
544.4
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
543.2
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
542.3
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
540.9
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
538.3
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
537.9
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
536.3
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
533.0
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
532.8
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
532.4
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
528.6
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
527.8
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
527.0
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
524.4
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
524.1
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
523.2
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
515.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
514.2
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
513.7
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
512.6
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
510.9
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
509.8
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
508.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
505.3
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
504.6
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
502.6
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
500.6
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
500.4
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
498.9
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
497.8
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
495.6
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
493.6
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
493.3
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
493.0
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
487.3
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
486.5
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
481.4
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
480.3
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
479.5
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
478.2
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
477.2
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
477.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
476.5
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
475.4
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
473.0
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
472.0
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
471.5
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
471.4
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
470.8
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
468.4
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
466.9
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
466.2
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
462.4
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
462.2
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
461.7
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
460.3
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
459.8
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
457.7
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
457.3
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
456.7
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
454.4
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
452.5
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
451.7
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
451.1
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
450.6
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
449.4
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
449.4
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
449.4
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
448.8
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
448.8
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
444.7
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
443.7
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
441.9
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
436.8
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
433.8
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
429.4
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
428.2
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
424.6
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
424.6
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
423.5
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
419.3
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
418.2
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
418.2
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
418.1
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
415.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
415.2
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
414.0
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
412.1
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
410.1
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
406.1
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
405.8
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
398.8
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
397.6
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
393.5
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
393.1
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
389.3
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
387.3
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
385.2
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
382.7
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
381.9
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
381.1
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
376.3
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
374.3
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
372.3
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
370.7
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
367.6
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
362.6
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
361.4
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
360.3
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
360.1
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
358.0
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
357.4
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
355.5
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
347.4
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
346.4
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
344.9
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
344.8
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
344.2
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
342.8
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
340.8
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
338.6
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
337.7
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
337.5
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
336.1
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
334.3
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
332.7
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
330.3
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
329.1
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
328.4
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
327.7
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
326.6
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
326.2
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
321.0
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
318.4
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
315.4
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
311.9
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
308.6
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
307.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
295.1
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
293.4
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
292.1
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
290.5
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
288.7
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
286.3
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
285.8
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
282.7
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
279.5
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
277.2
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
276.8
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
265.1
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
263.7
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
261.5
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
260.8
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
259.5
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
258.5
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
254.2
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
252.9
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
250.4
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
241.7
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
241.2
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
236.2
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
227.1
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
224.4
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
216.9
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
215.1
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
212.8
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
206.4
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
203.1
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
202.7
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
201.0
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
195.9
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
192.4
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
190.6
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
184.9
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
174.5
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
172.9
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
166.6
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
165.0
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
157.4
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
145.9
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
140.5
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
139.0
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
135.4
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
133.5
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
124.1
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
The Human Protein Atlas project is funded
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