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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.
: 623.62
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
700.2
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
3478.9
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
1912.5
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
1797.7
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
1721.9
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
1663.6
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
1616.6
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
1609.4
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
1578.8
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
1569.4
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
1481.3
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
1432.3
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
1423.8
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
1377.4
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
1375.0
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1340.0
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
1318.5
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
1312.6
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
1306.8
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
1301.4
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
1256.5
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
1243.6
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
1231.4
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
1210.8
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
1200.8
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
1199.3
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
1189.2
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
1175.7
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
1162.2
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
1126.2
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
1125.3
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
1119.5
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
1114.9
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
1114.7
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
1111.5
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
1106.9
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
1106.6
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
1083.3
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
1078.0
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
1077.5
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
1077.4
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
1071.2
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
1070.0
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
1067.2
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
1050.9
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
1050.0
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
1046.0
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
1042.0
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1040.1
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
1037.7
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
1031.9
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
1014.1
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
1010.9
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
1004.7
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
1002.2
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
1001.2
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
1001.0
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
999.1
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
989.3
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
983.3
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
981.5
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
981.4
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
978.3
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
977.5
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
976.9
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
968.0
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
965.3
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
962.1
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
962.1
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
957.2
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
954.5
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
953.7
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
951.6
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
950.5
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
934.1
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
925.2
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
923.1
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
922.3
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
918.1
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
917.9
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
915.9
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
913.5
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
911.4
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
909.9
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
905.5
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
904.5
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
903.9
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
897.5
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
896.7
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
894.8
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
894.1
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
893.9
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
890.7
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
890.3
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
885.4
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
883.3
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
881.9
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
878.4
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
876.7
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
874.7
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
871.8
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
870.7
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
864.1
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
862.3
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
861.2
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
860.5
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
860.3
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
855.5
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
854.9
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
852.8
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
852.4
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
850.1
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
849.8
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
848.8
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
848.5
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
848.3
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
847.9
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
840.0
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
837.9
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
836.0
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
833.0
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
831.9
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
831.5
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
827.8
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
825.8
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
822.6
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
821.1
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
821.0
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
819.8
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
819.4
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
815.5
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
814.1
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
813.2
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
806.4
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
805.7
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
805.5
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
804.8
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
803.4
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
803.4
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
801.1
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
799.1
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
796.6
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
793.4
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
792.6
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
791.1
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
789.9
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
787.8
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
787.1
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
775.0
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
774.4
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
773.9
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
770.0
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
767.7
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
767.4
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
767.2
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
767.0
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
765.4
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
759.2
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
757.0
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
753.7
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
750.9
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
747.2
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
746.4
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
744.8
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
744.6
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
742.3
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
742.1
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
741.1
TCGA-AA-3977-01A
65 years, male, alive, 761 days
736.7
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
736.0
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
733.9
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
733.8
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
730.3
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
729.9
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
729.0
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
728.3
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
728.1
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
728.0
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
727.8
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
727.3
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
726.1
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
720.4
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
714.1
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
714.0
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
713.8
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
712.7
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
711.1
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
710.1
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
706.6
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
701.8
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
698.9
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
696.7
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
692.8
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
692.3
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
692.2
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
689.2
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
689.1
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
687.5
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
687.1
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
684.4
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
682.0
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
679.4
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
678.6
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
678.1
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
674.3
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
674.0
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
673.9
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
671.6
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
671.5
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
670.7
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
670.0
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
669.4
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
668.3
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
665.8
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
665.3
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
664.9
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
664.6
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
664.3
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
664.0
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
663.0
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
660.8
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
659.0
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
657.9
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
652.4
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
651.0
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
645.3
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
643.6
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
639.6
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
639.0
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
638.1
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
636.0
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
635.9
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
634.6
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
632.9
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
632.0
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
629.9
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
629.0
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
625.5
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
624.6
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
624.1
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
623.1
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
622.2
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
621.7
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
621.6
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
621.2
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
619.4
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
616.9
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
616.1
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
615.9
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
614.1
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
610.4
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
607.7
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
605.0
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
602.5
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
601.4
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
601.2
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
600.4
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
598.7
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
597.6
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
597.3
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
596.8
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
593.6
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
592.8
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
591.2
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
590.9
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
590.5
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
589.6
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
589.2
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
583.6
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
577.6
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
577.3
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
577.1
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
574.9
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
572.2
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
571.9
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
571.6
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
571.5
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
570.5
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
569.2
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
566.6
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
565.9
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
564.3
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
561.0
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
559.6
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
556.4
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
555.8
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
555.4
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
555.0
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
553.9
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
553.4
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
552.6
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
551.6
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
551.3
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
548.9
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
547.8
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
547.6
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
546.3
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
543.7
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
538.8
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
537.9
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
535.1
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
535.0
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
532.9
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
532.8
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
532.1
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
531.4
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
531.2
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
526.8
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
524.8
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
522.8
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
522.3
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
521.4
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
521.4
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
521.2
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
521.1
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
520.7
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
519.3
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
519.3
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
515.7
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
513.6
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
511.9
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
511.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
511.3
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
510.9
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
504.2
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
503.0
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
503.0
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
502.2
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
501.3
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
499.7
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
499.2
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
492.8
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
492.0
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
490.2
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
490.0
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
489.8
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
484.5
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
484.1
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
480.8
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
480.4
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
478.5
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
478.1
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
476.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
474.5
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
472.9
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
471.4
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
470.6
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
468.0
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
466.2
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
465.3
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
463.3
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
461.7
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
460.8
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
459.3
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
457.3
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
456.2
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
455.9
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
454.0
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
453.2
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
453.0
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
452.1
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
449.9
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
448.6
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
447.2
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
447.1
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
445.6
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
443.3
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
442.7
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
440.7
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
435.1
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
433.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
429.4
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
429.1
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
428.3
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
427.9
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
426.5
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
423.0
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
422.2
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
419.0
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
418.9
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
416.3
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
415.5
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
407.5
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
404.2
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
404.0
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
403.9
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
402.4
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
401.5
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
398.1
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
397.1
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
396.5
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
390.2
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
387.7
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
387.4
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
383.2
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
382.4
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
381.0
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
378.2
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
361.0
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
357.9
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
355.8
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
354.4
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
352.2
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
351.7
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
347.7
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
346.7
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
345.1
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
336.0
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
328.2
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
326.8
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
326.3
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
325.3
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
324.2
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
320.6
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
318.2
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
316.7
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
309.6
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
306.3
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
305.4
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
297.7
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
293.6
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
290.0
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
289.6
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
286.2
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
283.6
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
278.7
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
248.2
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
247.7
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
239.7
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
213.4
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
203.5
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
191.4
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
187.6
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
181.3
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
153.3
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
85.5
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
The Human Protein Atlas project is funded
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