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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.
: 238.43
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
534.4
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
2080.5
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
1759.1
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
1731.8
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
1730.0
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
1583.3
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
1550.1
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
1470.7
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
1411.9
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
1405.3
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1385.4
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
1354.9
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
1347.9
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
1313.6
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
1310.5
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
1297.6
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
1292.1
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
1264.7
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1258.2
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
1257.8
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
1242.8
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
1237.1
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
1227.0
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1217.4
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
1210.1
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
1190.3
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
1188.2
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
1174.7
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
1165.1
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
1163.4
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
1139.3
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
1110.8
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
1080.8
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
1065.7
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
1051.7
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
1040.9
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
1035.5
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
1032.8
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1031.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
1030.0
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
1021.4
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
1011.9
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
1001.1
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
983.5
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
971.6
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
965.5
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
957.3
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
945.7
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
944.6
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
937.1
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
936.8
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
929.1
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
919.7
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
918.5
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
916.2
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
916.1
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
914.8
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
910.1
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
905.6
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
902.6
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
901.0
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
894.5
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
881.5
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
877.7
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
873.7
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
870.5
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
869.7
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
863.5
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
862.0
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
856.1
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
854.2
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
852.6
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
850.0
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
849.2
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
846.0
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
844.9
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
834.6
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
832.0
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
828.7
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
828.2
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
828.1
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
827.7
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
819.3
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
816.5
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
815.5
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
807.4
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
801.7
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
799.0
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
798.8
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
796.7
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
784.7
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
782.7
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
782.4
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
779.9
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
776.0
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
773.5
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
769.9
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
757.6
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
756.7
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
754.2
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
745.6
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
744.0
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
731.5
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
731.4
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
729.7
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
727.5
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
726.5
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
719.3
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
717.6
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
711.9
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
710.2
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
704.8
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
703.9
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
703.4
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
702.4
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
700.2
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
699.1
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
697.7
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
695.7
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
691.8
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
688.2
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
683.9
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
682.7
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
681.6
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
678.0
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
676.3
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
675.7
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
675.0
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
672.0
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
671.9
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
669.7
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
660.9
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
658.1
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
657.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
653.0
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
649.9
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
649.9
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
649.6
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
647.2
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
645.5
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
640.5
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
638.2
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
637.6
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
635.9
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
634.8
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
631.5
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
628.1
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
620.9
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
620.2
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
615.8
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
615.2
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
612.5
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
605.8
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
605.3
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
604.7
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
600.8
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
599.6
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
598.5
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
597.0
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
590.2
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
590.0
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
589.2
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
587.1
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
587.1
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
584.2
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
584.2
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
582.7
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
578.5
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
576.8
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
573.9
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
572.6
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
571.1
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
570.0
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
569.7
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
569.2
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
563.1
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
563.0
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
561.8
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
560.6
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
560.0
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
554.8
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
553.9
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
551.6
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
551.1
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
550.7
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
550.7
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
549.8
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
549.5
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
544.6
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
544.5
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
541.0
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
539.6
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
537.9
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
537.9
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
537.5
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
536.5
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
533.6
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
531.4
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
530.0
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
528.6
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
522.7
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
504.9
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
502.8
TCGA-AA-3977-01A
65 years, male, alive, 761 days
496.2
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
494.9
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
493.8
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
489.5
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
485.1
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
483.9
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
482.8
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
480.6
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
468.6
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
465.2
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
461.9
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
459.4
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
458.9
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
458.9
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
458.8
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
457.2
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
455.8
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
455.5
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
455.1
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
453.3
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
453.2
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
453.1
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
450.8
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
449.0
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
448.0
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
446.5
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
443.8
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
443.2
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
440.6
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
439.6
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
438.9
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
438.2
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
437.7
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
437.6
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
436.5
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
436.1
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
431.2
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
425.5
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
423.4
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
423.0
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
421.3
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
420.9
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
420.3
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
418.9
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
417.4
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
416.3
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
414.6
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
413.4
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
413.0
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
411.4
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
410.7
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
409.1
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
408.5
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
408.1
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
408.0
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
407.9
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
407.3
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
402.5
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
391.7
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
386.6
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
386.6
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
385.9
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
385.9
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
383.5
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
381.9
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
379.3
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
375.0
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
374.7
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
371.9
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
370.9
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
367.6
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
364.4
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
362.4
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
360.0
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
358.3
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
353.7
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
352.2
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
348.0
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
346.9
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
344.1
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
339.9
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
337.9
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
336.8
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
335.5
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
333.0
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
329.0
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
329.0
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
328.5
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
321.6
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
320.9
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
320.1
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
318.2
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
316.6
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
314.8
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
311.6
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
310.6
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
310.3
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
308.9
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
307.0
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
299.7
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
298.4
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
298.2
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
297.2
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
295.2
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
294.4
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
293.2
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
293.0
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
282.6
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
281.9
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
281.8
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
281.6
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
281.3
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
279.2
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
278.0
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
276.6
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
274.9
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
272.2
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
272.2
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
270.4
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
270.2
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
269.3
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
269.0
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
265.5
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
264.7
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
263.9
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
263.6
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
259.9
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
259.5
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
259.2
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
258.4
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
257.7
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
257.4
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
256.3
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
256.0
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
255.2
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
254.6
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
252.7
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
252.4
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
251.5
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
251.2
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
250.9
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
249.8
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
249.6
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
247.5
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
244.5
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
241.3
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
240.2
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
239.4
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
237.4
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
236.8
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
235.1
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
234.6
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
233.5
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
232.6
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
232.0
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
231.4
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
230.2
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
225.9
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
221.6
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
219.7
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
216.1
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
215.5
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
214.0
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
212.9
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
212.3
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
211.6
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
211.3
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
209.2
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
208.9
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
208.8
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
203.8
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
202.9
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
202.1
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
200.7
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
200.5
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
200.4
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
198.3
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
196.4
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
196.2
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
193.3
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
192.1
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
191.3
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
190.9
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
190.7
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
184.3
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
184.3
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
184.3
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
184.0
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
182.2
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
181.8
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
180.4
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
180.0
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
179.4
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
177.7
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
166.2
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
166.1
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
165.9
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
165.7
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
164.3
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
163.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
162.9
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
162.4
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
161.6
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
161.3
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
160.8
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
159.8
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
158.2
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
154.6
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
152.9
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
152.2
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
151.4
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
149.0
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
148.9
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
144.3
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
139.1
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
137.7
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
136.0
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
133.0
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
131.0
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
130.9
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
129.2
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
129.1
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
128.4
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
124.6
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
122.2
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
121.4
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
120.8
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
119.0
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
110.9
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
90.0
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
76.1
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
53.6
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
45.0
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
22.3
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
17.7
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
The Human Protein Atlas project is funded
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