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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 cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed 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). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: 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
606.5
Number of samples
438
Samples
Sample
Description
FPKM
TCGA-AD-6888-01A
73 years, male, white, stage:iiib, dead, 472 days
4772.6
TCGA-AA-3994-01A
69 years, male, stage:iiib, alive, 822 days
3313.8
TCGA-CM-5341-01A
82 years, female, white, stage:iiia, alive, 884 days
1966.4
TCGA-AA-3869-01A
76 years, male, stage:iv, dead, 822 days
1876.6
TCGA-AA-A02O-01A
82 years, male, stage:ii, alive, 28 days
1721.0
TCGA-CA-5254-01A
42 years, female, asian, stage:iia, alive, 386 days
1541.8
TCGA-AA-A02K-01A
50 years, male, stage:iv, dead, 426 days
1433.7
TCGA-D5-6537-01A
64 years, male, white, stage:iiib, dead, 146 days
1402.4
TCGA-D5-6929-01A
49 years, female, white, stage:iv, alive, 408 days
1267.9
TCGA-A6-5666-01A
78 years, male, white, stage:iic, alive, 995 days
1241.8
TCGA-D5-5540-01A
73 years, male, white, stage:iia, alive, 1706 days
1223.6
TCGA-AZ-6600-01A
64 years, male, black or african american, stage:iv, dead, 368 days
1184.6
TCGA-G4-6317-01A
51 years, female, white, stage:iiic, alive, 1095 days
1145.6
TCGA-G4-6304-01A
66 years, female, white, stage:iib, alive, 1631 days
1112.9
TCGA-CM-6678-01A
63 years, female, white, stage:iva, alive, 335 days
1112.0
TCGA-DM-A0XD-01A
65 years, male, white, stage:iia, dead, 743 days
1103.3
TCGA-AA-3542-01A
69 years, male, stage:iiic, alive, 395 days
1092.2
TCGA-AD-6890-01A
65 years, male, white, alive, 746 days
1092.1
TCGA-DM-A28M-01A
63 years, male, white, stage:iia, alive, 2895 days
1067.0
TCGA-CM-6166-01A
48 years, female, white, stage:i, alive, 669 days
1032.9
TCGA-CA-5256-01A
54 years, female, asian, stage:iia, alive, 379 days
1032.7
TCGA-AZ-4614-01A
71 years, female, white, stage:iva, dead, 172 days
989.7
TCGA-G4-6307-01A
37 years, female, white, stage:iiib, alive, 1674 days
986.7
TCGA-AA-3679-01A
59 years, male, stage:iv, alive, 457 days
984.0
TCGA-AZ-5407-01A
51 years, female, white, stage:i, alive, 2683 days
979.8
TCGA-AA-A01F-01A
72 years, male, stage:iiib, alive, 974 days
969.7
TCGA-AA-3544-01A
68 years, male, stage:i, alive, 426 days
946.1
TCGA-CM-4744-01A
69 years, male, white, stage:i, alive, 609 days
918.9
TCGA-G4-6298-01A
90 years, male, black or african american, stage:iiib, dead, 715 days
916.7
TCGA-A6-5660-01A
73 years, male, black or african american, stage:iiic, alive, 888 days
916.2
TCGA-A6-2686-01A
81 years, female, white, stage:iia, dead, 1126 days
913.2
TCGA-A6-6652-01A
59 years, male, black or african american, stage:iva, alive, 751 days
894.9
TCGA-CA-6719-01A
77 years, male, asian, stage:iia, alive, 435 days
894.8
TCGA-AD-A5EK-01A
51 years, male, black or african american, stage:i, alive, 500 days
891.4
TCGA-NH-A50T-01A
68 years, female, black or african american, stage:iia, alive, 553 days
885.6
TCGA-AZ-4682-01B
61 years, male, white, stage:iva, dead, 680 days
882.4
TCGA-DM-A288-01A
68 years, male, white, stage:iiic, dead, 427 days
882.2
TCGA-RU-A8FL-01A
51 years, male, black or african american, stage:iiib, alive, 1177 days
877.9
TCGA-AA-A00L-01A
66 years, male, stage:iia, alive, 1157 days
874.7
TCGA-D5-6538-01A
79 years, female, white, stage:iiib, alive, 521 days
872.5
TCGA-AZ-4616-01A
82 years, female, white, stage:iv, dead, 156 days
865.3
TCGA-CK-4948-01B
45 years, female, white, stage:iii, alive, 4502 days
862.5
TCGA-CM-5344-01A
39 years, female, white, stage:iiib, alive, 670 days
834.6
TCGA-CM-4750-01A
34 years, female, white, stage:iiia, alive, 244 days
822.9
TCGA-CM-4752-01A
58 years, male, black or african american, stage:iia, alive, 396 days
821.6
TCGA-CM-5868-01A
59 years, female, white, stage:iva, alive, 518 days
819.7
TCGA-D5-5539-01A
60 years, male, white, stage:iiia, alive, 596 days
816.7
TCGA-G4-6626-01A
90 years, male, white, stage:iia, dead, 1422 days
816.6
TCGA-G4-6320-01A
73 years, male, white, stage:iii, alive, 804 days
813.6
TCGA-5M-AAT4-01A
74 years, male, black or african american, stage:iv, dead, 49 days
808.2
TCGA-AA-3949-01A
87 years, female, stage:iiib, alive, 791 days
807.7
TCGA-CM-6676-01A
82 years, male, white, stage:i, alive, 337 days
803.4
TCGA-AA-3692-01A
47 years, female, stage:iv, dead, 1095 days
801.2
TCGA-AA-3496-01A
83 years, female, stage:ii, alive, 31 days
791.9
TCGA-DM-A1HB-01A
75 years, male, white, stage:iiib, alive, 4126 days
789.3
TCGA-D5-5541-01A
63 years, male, white, stage:iiib, alive, 1701 days
780.2
TCGA-CA-6715-01A
63 years, male, asian, stage:iiib, alive, 383 days
777.6
TCGA-AA-3494-01A
55 years, male, stage:iv, alive, 31 days
774.9
TCGA-CM-4746-01A
61 years, male, black or african american, stage:i, alive, 1126 days
770.2
TCGA-AA-A02W-01A
73 years, female, stage:i, alive, 1247 days
769.1
TCGA-AA-A01S-01A
47 years, female, stage:iii, alive, 31 days
756.7
TCGA-AZ-4313-01A
51 years, female, white, stage:i, alive, 2310 days
749.8
TCGA-AA-3553-01A
61 years, female, stage:i, alive, 730 days
748.0
TCGA-AA-3495-01A
79 years, male, stage:i, alive, 1127 days
747.5
TCGA-CM-5349-01A
68 years, female, white, stage:iia, alive, 915 days
746.5
TCGA-DM-A1D6-01A
88 years, male, white, stage:iia, dead, 1518 days
741.7
TCGA-CM-5862-01A
80 years, male, white, stage:iva, dead, 153 days
740.5
TCGA-F4-6855-01A
70 years, female, white, stage:iia, alive, 1442 days
740.2
TCGA-A6-A567-01A
56 years, male, black or african american, stage:iv, dead, 1881 days
739.5
TCGA-QG-A5YW-01A
55 years, female, black or african american, stage:iiic, alive, 896 days
738.5
TCGA-NH-A6GB-01A
71 years, female, black or african american, stage:iiic, alive, 476 days
738.3
TCGA-3L-AA1B-01A
61 years, female, black or african american, stage:i, alive, 475 days
735.4
TCGA-AA-3506-01A
77 years, male, stage:i, alive, 1765 days
734.6
TCGA-AA-3875-01A
78 years, female, stage:i, alive, 549 days
734.1
TCGA-AA-3556-01A
78 years, male, stage:i, alive, 700 days
732.6
TCGA-F4-6704-01A
60 years, male, american indian or alaska native, stage:iiic, alive, 47 days
731.5
TCGA-AA-A01G-01A
63 years, male, stage:iia, alive, 365 days
730.6
TCGA-D5-6930-01A
67 years, male, white, stage:iia, alive, 406 days
730.5
TCGA-AA-3856-01A
59 years, male, stage:iia, alive, 30 days
730.4
TCGA-CM-5864-01A
60 years, male, white, stage:i, alive, 457 days
729.3
TCGA-AD-6889-01A
male, asian, stage:iia, dead, 2532 days
729.2
TCGA-DM-A1DA-01A
71 years, female, white, stage:iiic, dead, 228 days
727.6
TCGA-DM-A1HA-01A
82 years, male, white, stage:iiic, alive, 4000 days
727.0
TCGA-AA-A00Z-01A
70 years, male, stage:iia, alive, 669 days
721.7
TCGA-AD-5900-01A
67 years, male, white, stage:i, alive, 370 days
716.9
TCGA-AA-3966-01A
89 years, female, stage:iia, alive, 61 days
715.9
TCGA-DM-A28H-01A
50 years, male, white, stage:iiic, alive, 3561 days
715.3
TCGA-DM-A0XF-01A
68 years, female, white, stage:iiic, dead, 1162 days
715.1
TCGA-AA-3858-01A
67 years, male, stage:i, alive, 945 days
714.5
TCGA-AA-A029-01A
67 years, male, stage:ii, alive, 1581 days
714.4
TCGA-DM-A28K-01A
75 years, male, white, stage:iia, alive, 2988 days
713.9
TCGA-AA-3930-01A
66 years, male, stage:iv, dead, 61 days
713.9
TCGA-AA-3973-01A
69 years, male, stage:iv, alive, 397 days
713.6
TCGA-DM-A28E-01A
72 years, female, white, stage:iia, alive, 3648 days
710.4
TCGA-G4-6628-01A
78 years, male, white, stage:i, alive, 2424 days
709.8
TCGA-CK-6751-01A
88 years, female, white, stage:i, alive, 3780 days
708.6
TCGA-AA-A02R-01A
84 years, female, stage:iia, dead, 670 days
706.0
TCGA-G4-6303-01A
54 years, female, white, stage:iv, dead, 2003 days
698.3
TCGA-A6-2674-01A
72 years, male, white, stage:iv, alive, 1331 days
693.7
TCGA-AM-5821-01A
68 years, female, white, stage:iia, alive, 28 days
692.2
TCGA-A6-3809-01A
71 years, female, white, stage:iib, alive, 996 days
692.2
TCGA-AA-3561-01A
72 years, male, stage:iia, alive, 424 days
689.2
TCGA-AA-A02Y-01A
73 years, male, stage:i, alive, 1216 days
688.4
TCGA-AA-A00U-01A
50 years, male, stage:iiib, alive, 518 days
687.8
TCGA-AZ-6608-01A
55 years, female, white, stage:iiia, dead, 59 days
687.2
TCGA-DM-A1D4-01A
80 years, male, white, stage:iia, dead, 2821 days
685.3
TCGA-AA-A01C-01A
75 years, male, stage:iiia, alive, 457 days
685.1
TCGA-D5-6532-01A
61 years, male, white, stage:iia, alive, 555 days
685.1
TCGA-CM-6677-01A
75 years, female, white, stage:iia, alive, 337 days
683.8
TCGA-D5-6530-01A
53 years, male, white, stage:i, alive, 621 days
683.6
TCGA-CM-5861-01A
63 years, female, white, stage:iia, alive, 457 days
682.7
TCGA-AA-3837-01A
67 years, male, stage:iia, alive, 1186 days
681.2
TCGA-AA-A01Q-01A
48 years, female, stage:ii, alive, 31 days
680.7
TCGA-A6-5665-01A
84 years, female, white, stage:iia, alive, 671 days
678.6
TCGA-AA-3982-01A
75 years, male, stage:iiib, alive, 822 days
673.3
TCGA-QG-A5YX-01A
61 years, female, black or african american, stage:iia, alive, 1003 days
670.3
TCGA-G4-6322-01A
65 years, male, white, stage:iiib, alive, 792 days
669.9
TCGA-DM-A282-01A
61 years, female, white, stage:iia, alive, 4233 days
668.4
TCGA-AD-6964-01A
58 years, male, white, dead, 331 days
667.6
TCGA-DM-A280-01A
70 years, female, white, stage:iia, dead, 236 days
664.3
TCGA-G4-6586-01A
74 years, female, white, stage:iia, alive, 1089 days
661.6
TCGA-D5-6531-01A
75 years, male, white, stage:iia, alive, 540 days
661.4
TCGA-AA-A03J-01A
65 years, female, stage:i, alive, 1246 days
661.4
TCGA-AA-3860-01A
53 years, female, stage:iiib, alive, 945 days
660.4
TCGA-F4-6808-01A
54 years, female, white, stage:i, alive, 1024 days
659.8
TCGA-AA-3524-01A
85 years, male, stage:ii, alive, 1096 days
658.7
TCGA-AA-3675-01A
84 years, male, stage:ii, alive, 1431 days
656.4
TCGA-AD-6963-01A
58 years, male, white, alive, 834 days
656.0
TCGA-A6-6780-01A
74 years, male, white, stage:iia, alive, 612 days
652.0
TCGA-AA-3518-01A
81 years, female, stage:iia, alive, 31 days
647.0
TCGA-AA-3955-01A
38 years, male, stage:iiib, alive, 638 days
646.7
TCGA-AZ-5403-01A
43 years, male, white, stage:ii, dead, 1910 days
646.2
TCGA-A6-5659-01A
82 years, male, white, stage:i, alive, 926 days
646.0
TCGA-DM-A28A-01A
78 years, male, white, stage:iiic, dead, 805 days
645.7
TCGA-F4-6854-01A
77 years, female, white, stage:iia, alive, 16 days
645.5
TCGA-AA-A01K-01A
74 years, female, stage:iiic, alive, 943 days
643.1
TCGA-D5-6924-01A
68 years, male, white, stage:iia, alive, 435 days
641.9
TCGA-A6-3810-01A
63 years, male, white, stage:iia, alive, 1111 days
641.4
TCGA-AA-A00R-01A
64 years, female, stage:i, alive, 30 days
640.9
TCGA-CM-6170-01A
73 years, female, white, stage:i, alive, 457 days
640.5
TCGA-AY-A71X-01A
54 years, female, black or african american, stage:i, alive, 588 days
640.4
TCGA-G4-6310-01A
69 years, male, white, stage:iiib, alive, 1935 days
638.8
TCGA-G4-6588-01A
58 years, female, white, stage:iia, alive, 796 days
638.5
TCGA-G4-6299-01A
69 years, male, white, stage:iiic, alive, 2268 days
638.3
TCGA-AA-3970-01A
65 years, male, stage:iia, alive, 1096 days
638.0
TCGA-CK-4952-01A
48 years, female, white, stage:iiic, alive, 475 days
637.1
TCGA-AA-3956-01A
65 years, male, stage:iia, alive, 1035 days
637.1
TCGA-4T-AA8H-01A
42 years, female, black or african american, stage:iia, alive, 385 days
636.2
TCGA-AA-3972-01A
72 years, male, stage:iv, alive, 1551 days
636.1
TCGA-DM-A28G-01A
75 years, male, white, stage:iia, dead, 1849 days
634.7
TCGA-AA-3663-01A
42 years, male, stage:ii, alive, 212 days
629.3
TCGA-AA-A00W-01A
80 years, male, stage:i, alive, 456 days
629.2
TCGA-CK-6748-01A
45 years, female, white, stage:iv, alive, 61 days
625.0
TCGA-AA-A02J-01A
70 years, female, stage:iv, dead, 153 days
624.3
TCGA-A6-2676-01A
75 years, female, white, stage:iib, dead, 1305 days
622.6
TCGA-AZ-4308-01A
47 years, female, white, stage:iiib, alive, 3324 days
621.5
TCGA-DM-A1D7-01A
82 years, male, white, stage:iia, dead, 405 days
621.2
TCGA-DM-A0X9-01A
71 years, female, white, stage:iia, alive, 3641 days
619.9
TCGA-F4-6856-01A
45 years, male, white, stage:i, alive, 1074 days
619.6
TCGA-AA-A01R-01A
47 years, male, stage:iii, alive, 1065 days
618.3
TCGA-AA-3516-01A
74 years, female, stage:iii, dead, 396 days
617.8
TCGA-G4-6315-01A
66 years, male, white, stage:iv, alive, 1883 days
616.1
TCGA-CM-4747-01A
47 years, male, white, stage:iva, alive, 761 days
615.7
TCGA-CM-4743-01A
69 years, male, white, stage:iia, alive, 701 days
614.8
TCGA-AA-A02H-01A
74 years, female, stage:iv, dead, 61 days
613.2
TCGA-AA-A00A-01A
80 years, male, stage:iia, alive, 1157 days
612.1
TCGA-CM-4748-01A
53 years, male, white, stage:iiib, alive, 792 days
611.2
TCGA-DM-A1DB-01A
68 years, male, white, stage:iia, dead, 1348 days
608.8
TCGA-AA-3855-01A
72 years, male, stage:i, alive, 975 days
607.6
TCGA-AY-A8YK-01A
44 years, male, black or african american, stage:iva, alive, 573 days
607.6
TCGA-AA-3833-01A
63 years, female, stage:iia, alive, 485 days
607.1
TCGA-D5-6927-01A
34 years, male, white, stage:iia, alive, 287 days
602.4
TCGA-G4-6294-01A
76 years, male, white, stage:iv, dead, 858 days
601.7
TCGA-AA-A02E-01A
82 years, female, stage:iv, dead, 90 days
600.6
TCGA-AZ-4684-01A
50 years, male, white, stage:iva, alive, 1977 days
598.7
TCGA-QG-A5YV-01A
64 years, female, black or african american, stage:iiic, alive, 1301 days
598.4
TCGA-A6-5662-01A
46 years, male, white, stage:iva, alive, 718 days
598.3
TCGA-D5-6529-01A
69 years, male, white, stage:iia, alive, 614 days
598.3
TCGA-SS-A7HO-01A
44 years, female, black or african american, stage:iib, alive, 1829 days
597.7
TCGA-CM-5863-01A
60 years, female, white, stage:iiib, alive, 457 days
597.4
TCGA-NH-A8F8-01A
79 years, male, black or african american, stage:iv, dead, 511 days
597.2
TCGA-CK-4951-01A
79 years, female, white, stage:iia, dead, 2134 days
597.0
TCGA-AM-5820-01A
60 years, female, white, stage:iva, alive, 14 days
593.0
TCGA-CM-6164-01A
46 years, female, white, stage:iia, alive, 883 days
592.9
TCGA-DM-A28C-01A
74 years, male, white, stage:iia, dead, 2475 days
591.7
TCGA-A6-6651-01A
55 years, female, white, stage:iiib, alive, 662 days
587.3
TCGA-AA-3510-01A
70 years, male, stage:ii, alive, 1946 days
586.7
TCGA-F4-6806-01A
59 years, female, white, stage:i, alive, 1260 days
586.6
TCGA-4N-A93T-01A
67 years, male, black or african american, stage:iiib, alive, 146 days
586.5
TCGA-A6-2682-01A
70 years, male, white, stage:iv, dead, 424 days
585.5
TCGA-NH-A8F7-01A
53 years, female, black or african american, stage:iia, alive, 543 days
584.6
TCGA-AA-3870-01A
71 years, female, stage:iv, alive, 912 days
583.8
TCGA-D5-5538-01A
60 years, female, white, stage:iiib, dead, 1661 days
582.4
TCGA-A6-4105-01A
79 years, male, white, stage:iia, dead, 442 days
578.5
TCGA-G4-6314-01A
76 years, female, white, stage:iv, alive, 1093 days
577.8
TCGA-5M-AATE-01A
76 years, male, black or african american, stage:iia, alive, 1200 days
575.6
TCGA-AA-3549-01A
69 years, male, stage:i, alive, 639 days
573.3
TCGA-AY-5543-01A
65 years, female, black or african american, stage:iva, alive, 1004 days
572.4
TCGA-AA-3685-01A
69 years, male, stage:ii, alive, 1127 days
570.8
TCGA-AA-3534-01A
78 years, female, stage:iia, alive, 882 days
569.7
TCGA-A6-6782-01A
82 years, male, white, stage:iib, alive, 617 days
569.5
TCGA-AA-3697-01A
77 years, male, stage:ii, alive, 2587 days
569.2
TCGA-AA-A00K-01A
79 years, male, stage:iia, alive, 549 days
568.8
TCGA-AA-3980-01A
89 years, female, stage:i, alive, 822 days
568.5
TCGA-AZ-6598-01A
77 years, female, white, stage:ii, dead, 1503 days
568.5
TCGA-AA-3939-01A
83 years, male, stage:iia, alive, 395 days
568.3
TCGA-A6-5667-01A
40 years, female, white, stage:iiib, alive, 887 days
568.2
TCGA-CM-6674-01A
39 years, male, white, stage:iia, alive, 394 days
567.9
TCGA-AA-3502-01A
73 years, male, stage:i, alive, 1065 days
566.8
TCGA-NH-A50U-01A
42 years, male, black or african american, stage:iva, dead, 334 days
565.4
TCGA-AA-A01X-01A
80 years, female, stage:iii, alive, 791 days
564.8
TCGA-NH-A6GA-01A
58 years, male, black or african american, stage:iiic, dead, 302 days
564.3
TCGA-AA-3543-01A
84 years, male, stage:i, alive, 30 days
563.8
TCGA-AA-3815-01A
65 years, female, stage:iia, alive, 1005 days
563.7
TCGA-AZ-6599-01A
72 years, male, white, stage:i, dead, 206 days
563.2
TCGA-D5-6932-01A
69 years, male, white, stage:iia, alive, 346 days
563.1
TCGA-AZ-6605-01A
78 years, male, white, stage:iiib, dead, 159 days
558.5
TCGA-AA-3812-01A
82 years, female, stage:iia, alive, 1066 days
557.0
TCGA-A6-A5ZU-01A
59 years, male, black or african american, stage:iiib, alive, 293 days
557.0
TCGA-G4-6311-01A
80 years, male, white, stage:iii, alive, 1199 days
555.7
TCGA-CA-5255-01A
45 years, male, asian, stage:iia, alive, 376 days
555.3
TCGA-CM-5860-01A
44 years, male, white, stage:iia, alive, 974 days
554.7
TCGA-G4-6323-01A
50 years, male, black or african american, stage:ia, alive, 419 days
554.7
TCGA-AA-A01I-01A
76 years, male, stage:i, alive, 943 days
554.7
TCGA-AU-3779-01A
80 years, female, white, stage:iia, alive, 441 days
554.4
TCGA-CM-6163-01A
74 years, male, white, stage:i, alive, 90 days
551.7
TCGA-A6-6653-01A
82 years, male, white, stage:i, alive, 742 days
550.5
TCGA-AA-A00J-01A
80 years, male, stage:iiib, alive, 549 days
549.9
TCGA-D5-5537-01A
83 years, male, white, dead, 1381 days
549.8
TCGA-AA-3818-01A
78 years, female, stage:iia, dead, 30 days
549.5
TCGA-NH-A5IV-01A
90 years, female, black or african american, stage:iia, alive, 588 days
549.0
TCGA-G4-6309-01A
40 years, female, black or african american, stage:iiib, alive, 2600 days
548.6
TCGA-CM-6680-01A
78 years, female, white, stage:iiib, alive, 366 days
548.2
TCGA-A6-6137-01A
55 years, male, white, stage:iiib, alive, 824 days
548.2
TCGA-AA-A01T-01A
63 years, female, stage:iii, alive, 1005 days
546.9
TCGA-AA-3492-01A
90 years, female, stage:ii, dead, 92 days
546.3
TCGA-AA-3979-01A
84 years, male, stage:iia, alive, 730 days
543.9
TCGA-5M-AAT6-01A
40 years, female, black or african american, stage:iv, dead, 290 days
542.1
TCGA-AA-3864-01A
71 years, male, stage:ii, alive, 1612 days
541.8
TCGA-AA-3975-01A
80 years, male, stage:i, alive, 1036 days
540.5
TCGA-A6-2678-01A
43 years, female, white, stage:iiib, alive, 1286 days
539.8
TCGA-DM-A285-01A
71 years, female, white, stage:iv, dead, 179 days
538.5
TCGA-AZ-4323-01A
37 years, male, white, stage:iv, dead, 43 days
538.1
TCGA-AA-3846-01A
74 years, female, stage:iia, alive, 518 days
538.1
TCGA-AA-3681-01A
77 years, female, stage:iii, alive, 182 days
536.6
TCGA-T9-A92H-01A
82 years, male, black or african american, stage:iia, alive, 362 days
536.6
TCGA-AA-3688-01A
80 years, male, stage:iv, alive, 578 days
535.6
TCGA-AA-3819-01A
41 years, female, stage:iia, alive, 761 days
535.4
TCGA-AA-3525-01A
90 years, male, stage:iiib, alive, 245 days
534.1
TCGA-AA-A00D-01A
70 years, male, stage:i, alive, 578 days
531.1
TCGA-CM-4751-01A
62 years, male, white, stage:iiib, alive, 822 days
527.6
TCGA-AD-6899-01A
84 years, male, white, stage:iiic, dead, 176 days
527.2
TCGA-CM-6169-01A
67 years, male, black or african american, stage:iia, alive, 396 days
523.8
TCGA-AD-6965-01A
62 years, male, white, stage:iiic, alive, 805 days
523.6
TCGA-AA-A017-01A
57 years, female, stage:iia, alive, 457 days
523.5
TCGA-CK-5914-01A
81 years, male, white, stage:iiib, alive, 669 days
523.0
TCGA-AA-3952-01A
68 years, male, stage:iiic, dead, 61 days
522.6
TCGA-AD-6548-01A
81 years, female, white, stage:i, alive, 650 days
522.6
TCGA-AA-3861-01A
72 years, male, stage:iia, alive, 914 days
522.3
TCGA-AA-3548-01A
71 years, female, stage:iiic, alive, 1034 days
522.1
TCGA-AA-A01V-01A
59 years, male, stage:i, alive, 31 days
521.3
TCGA-AA-3511-01A
64 years, male, stage:ii, alive, 212 days
521.2
TCGA-F4-6461-01A
41 years, female, white, stage:iiic, dead, 338 days
520.8
TCGA-AA-3531-01A
75 years, female, stage:iia, alive, 1035 days
517.6
TCGA-AA-3867-01A
74 years, male, stage:iv, alive, 731 days
516.0
TCGA-AD-6895-01A
84 years, male, white, stage:iiib, alive, 763 days
514.0
TCGA-F4-6807-01A
51 years, female, white, stage:iiic, alive, 1309 days
513.4
TCGA-CM-6167-01A
57 years, female, black or african american, stage:iiic, alive, 456 days
512.9
TCGA-D5-6541-01A
49 years, male, white, stage:iia, alive, 474 days
510.5
TCGA-AA-3538-01A
54 years, female, stage:i, alive, 791 days
509.7
TCGA-AA-3678-01A
60 years, female, stage:iii, alive, 1430 days
508.7
TCGA-A6-5657-01A
65 years, male, black or african american, stage:iiib, alive, 962 days
508.5
TCGA-AA-A03F-01A
90 years, female, stage:iii, dead, 549 days
508.2
TCGA-A6-5664-01A
80 years, male, black or african american, stage:iiic, alive, 672 days
507.9
TCGA-CK-6747-01A
87 years, female, white, stage:iia, alive, 2523 days
505.8
TCGA-CK-5916-01A
71 years, female, white, stage:i, dead, 643 days
503.6
TCGA-A6-6142-01A
56 years, female, white, stage:iva, alive, 763 days
502.5
TCGA-AA-3950-01A
79 years, female, stage:iia, alive, 730 days
501.4
TCGA-AA-3526-01A
57 years, male, stage:i, alive, 580 days
501.3
TCGA-CA-6716-01A
65 years, male, asian, stage:iia, alive, 371 days
501.2
TCGA-A6-A56B-01A
57 years, male, black or african american, stage:iiib, dead, 1711 days
500.2
TCGA-AA-A010-01A
46 years, female, stage:iib, alive, 1064 days
499.1
TCGA-F4-6805-01A
58 years, female, white, stage:iia, alive, 1047 days
499.1
TCGA-CK-4947-01B
46 years, female, white, stage:iiib, alive, 534 days
498.3
TCGA-AA-A024-01A
81 years, male, stage:ii, dead, 1188 days
495.9
TCGA-D5-6533-01A
68 years, female, white, alive, 775 days
495.8
TCGA-AA-3560-01A
72 years, female, stage:iiic, alive, 608 days
495.1
TCGA-AA-A00Q-01A
66 years, female, stage:iiib, alive, 1278 days
494.7
TCGA-AZ-6601-01A
68 years, male, white, stage:ii, dead, 3042 days
494.0
TCGA-G4-6306-01A
71 years, male, white, alive, 1359 days
492.3
TCGA-AA-3660-01A
51 years, female, stage:ii, alive, 2375 days
491.8
TCGA-AZ-6606-01A
81 years, male, white, stage:iv, dead, 357 days
491.5
TCGA-CM-6161-01A
36 years, female, white, stage:i, alive, 457 days
489.6
TCGA-AZ-6603-01A
77 years, female, white, dead, 899 days
488.7
TCGA-AA-3530-01A
80 years, male, stage:i, alive, 580 days
487.2
TCGA-AA-3489-01A
75 years, male, stage:ii, dead, 214 days
486.7
TCGA-AA-3844-01A
78 years, female, stage:iiic, alive, 454 days
486.1
TCGA-AA-3842-01A
51 years, male, stage:iiia, alive, 1126 days
484.1
TCGA-A6-2685-01A
48 years, female, black or african american, stage:iia, alive, 1133 days
483.6
TCGA-AA-3710-01A
80 years, female, stage:iia, alive, 821 days
483.6
TCGA-F4-6463-01A
51 years, male, white, stage:iia, alive, 1087 days
483.3
TCGA-AA-3562-01A
82 years, male, stage:iiic, alive, 608 days
480.9
TCGA-D5-6898-01A
51 years, female, white, stage:i, alive, 229 days
479.4
TCGA-DM-A28F-01A
73 years, male, white, stage:iiib, dead, 1094 days
478.4
TCGA-CK-4950-01A
68 years, female, black or african american, stage:iiib, alive, 2599 days
477.6
TCGA-AA-3986-01A
73 years, male, stage:i, alive, 580 days
477.6
TCGA-AZ-4315-01A
61 years, male, white, stage:iia, alive, 1776 days
476.1
TCGA-QG-A5Z2-01A
61 years, male, black or african american, stage:i, alive, 952 days
472.9
TCGA-F4-6569-01A
60 years, male, white, stage:i, alive, 1087 days
472.9
TCGA-AY-4071-01A
63 years, female, white, stage:i, dead, 29 days
471.8
TCGA-AD-6901-01A
78 years, male, white, dead, 682 days
469.2
TCGA-AY-A54L-01A
74 years, female, black or african american, stage:i, alive, 525 days
468.9
TCGA-A6-3808-01A
73 years, male, white, stage:iia, alive, 1014 days
467.6
TCGA-AY-4070-01A
51 years, female, black or african american, stage:iiic, dead, 496 days
467.2
TCGA-AA-3977-01A
65 years, male, alive, 761 days
465.3
TCGA-AA-3989-01A
84 years, male, stage:iv, dead, 242 days
463.2
TCGA-A6-5661-01A
80 years, female, black or african american, stage:iia, alive, 1020 days
463.1
TCGA-AY-6197-01A
60 years, male, white, stage:iia, alive, 652 days
462.7
TCGA-AA-3831-01A
66 years, male, stage:iia, alive, 547 days
461.9
TCGA-AA-A00N-01A
75 years, male, stage:iib, dead, 122 days
460.8
TCGA-DM-A1D8-01A
50 years, female, white, dead, 383 days
460.4
TCGA-CK-5913-01A
58 years, female, white, stage:iia, alive, 1561 days
459.8
TCGA-D5-6931-01A
77 years, male, white, stage:iiic, alive, 365 days
459.5
TCGA-A6-2681-01A
73 years, female, white, stage:iia, alive, 1387 days
459.3
TCGA-AA-3811-01A
84 years, female, stage:iii, dead, 306 days
458.7
TCGA-A6-6650-01A
69 years, female, black or african american, stage:iia, alive, 627 days
458.6
TCGA-AA-3666-01A
68 years, male, stage:iii, dead, 61 days
458.5
TCGA-AA-3862-01A
82 years, male, stage:iia, alive, 914 days
455.3
TCGA-A6-6648-01A
56 years, male, white, stage:iva, alive, 766 days
454.9
TCGA-AA-3877-01A
83 years, female, stage:i, alive, 943 days
454.9
TCGA-AA-3522-01A
67 years, male, stage:iia, alive, 1127 days
454.5
TCGA-D5-6536-01A
73 years, male, white, stage:iia, alive, 543 days
454.1
TCGA-AA-3672-01A
90 years, female, stage:iii, alive, 28 days
454.0
TCGA-AA-3851-01A
74 years, male, stage:iia, alive, 1006 days
454.0
TCGA-AA-3968-01A
55 years, female, stage:i, alive, 669 days
453.5
TCGA-AY-6386-01A
66 years, female, black or african american, stage:iiib, alive, 542 days
453.0
TCGA-A6-4107-01A
57 years, female, white, stage:iiib, alive, 987 days
452.2
TCGA-A6-3807-01A
53 years, female, white, stage:iiic, alive, 1054 days
452.0
TCGA-AA-3532-01A
63 years, male, stage:iia, alive, 882 days
451.7
TCGA-AA-3519-01A
63 years, male, stage:iii, alive, 276 days
450.2
TCGA-CM-6165-01A
74 years, male, white, stage:iia, alive, 488 days
448.7
TCGA-A6-2675-01A
78 years, male, white, stage:iia, alive, 1321 days
448.5
TCGA-AA-3821-01A
81 years, female, stage:i, alive, 31 days
447.7
TCGA-AA-3488-01A
58 years, male, stage:iv, dead, 153 days
447.2
TCGA-A6-6141-01A
31 years, male, black or african american, stage:iia, alive, 255 days
445.3
TCGA-D5-6535-01A
80 years, female, white, stage:iiib, alive, 460 days
443.6
TCGA-CM-6679-01A
58 years, male, white, stage:iia, alive, 306 days
442.5
TCGA-CM-6172-01A
70 years, female, white, stage:iiib, alive, 335 days
441.0
TCGA-D5-6540-01A
66 years, male, white, stage:i, alive, 491 days
440.6
TCGA-AA-3680-01A
67 years, female, stage:iv, dead, 335 days
439.3
TCGA-AZ-4615-01A
84 years, male, white, stage:iiib, alive, 1002 days
436.7
TCGA-D5-6926-01A
65 years, male, white, stage:iiib, alive, 275 days
435.9
TCGA-AA-3517-01A
60 years, male, stage:iia, alive, 1186 days
434.7
TCGA-A6-6138-01A
61 years, male, white, stage:i, alive, 685 days
434.4
TCGA-AA-3971-01A
58 years, male, stage:iii, alive, 489 days
434.1
TCGA-AA-3552-01A
85 years, male, stage:iiic, dead, 396 days
433.8
TCGA-AA-3655-01A
68 years, male, stage:ii, alive, 1856 days
433.8
TCGA-AA-3976-01A
70 years, male, stage:iiia, alive, 791 days
429.6
TCGA-AA-3848-01A
82 years, female, stage:iiic, dead, 306 days
429.1
TCGA-D5-6923-01A
57 years, male, white, stage:i, alive, 378 days
428.4
TCGA-CA-6717-01A
57 years, male, asian, stage:iia, alive, 388 days
426.8
TCGA-D5-7000-01A
79 years, female, white, stage:i, alive, 312 days
426.1
TCGA-AA-A00E-01A
65 years, male, stage:iia, alive, 913 days
424.6
TCGA-AA-3715-01A
77 years, male, stage:ii, dead, 579 days
422.4
TCGA-A6-2680-01A
72 years, female, black or african american, stage:ii, alive, 1068 days
419.3
TCGA-AA-3662-01A
80 years, female, stage:iv, alive, 184 days
419.2
TCGA-F4-6460-01A
51 years, female, white, stage:iiib, dead, 972 days
419.0
TCGA-AA-3509-01A
54 years, female, stage:ii, alive, 1915 days
417.8
TCGA-AA-A00O-01A
83 years, female, stage:iiic, alive, 822 days
416.7
TCGA-G4-6293-01A
49 years, female, white, stage:iii, alive, 4051 days
415.5
TCGA-CA-5796-01A
53 years, female, asian, stage:iia, alive, 377 days
415.5
TCGA-AA-3555-01A
81 years, female, stage:iia, alive, 911 days
415.0
TCGA-AA-A01P-01A
80 years, female, stage:iii, dead, 1158 days
412.7
TCGA-AA-3941-01A
84 years, female, stage:iva, alive, 730 days
412.3
TCGA-AU-6004-01A
69 years, female, white, stage:i, alive, 824 days
409.4
TCGA-CA-6718-01A
46 years, male, asian, stage:iia, dead, 306 days
407.3
TCGA-F4-6703-01A
64 years, male, white, stage:iia, alive, 1456 days
403.3
TCGA-A6-2679-01A
73 years, female, white, stage:iib, alive, 1366 days
403.2
TCGA-AA-3854-01A
71 years, female, stage:i, alive, 1096 days
402.0
TCGA-D5-6922-01A
76 years, male, white, stage:iiia, alive, 308 days
400.4
TCGA-CM-6168-01A
84 years, female, black or african american, stage:iia, alive, 395 days
397.2
TCGA-CA-5797-01A
56 years, male, asian, stage:iia, alive, 383 days
395.9
TCGA-AA-3514-01A
81 years, female, stage:i, alive, 31 days
394.7
TCGA-A6-2683-01A
57 years, female, white, stage:iv, dead, 504 days
393.6
TCGA-G4-6302-01A
90 years, female, white, stage:iia, dead, 2047 days
391.3
TCGA-AA-A00F-01A
66 years, male, stage:iiic, alive, 1035 days
390.4
TCGA-G4-6627-01A
84 years, male, white, stage:iia, alive, 2275 days
389.2
TCGA-AA-3664-01A
74 years, female, stage:ii, alive, 1643 days
388.9
TCGA-QG-A5Z1-01A
71 years, male, black or african american, stage:iiib, dead, 256 days
387.2
TCGA-AA-3673-01A
53 years, female, stage:ii, alive, 1522 days
386.7
TCGA-AA-3866-01A
78 years, female, stage:i, alive, 518 days
385.9
TCGA-G4-6295-01A
70 years, female, white, stage:ii, alive, 254 days
384.0
TCGA-F4-6809-01A
52 years, female, white, stage:iva, dead, 403 days
383.4
TCGA-AA-3667-01A
36 years, female, stage:i, alive, 426 days
382.6
TCGA-F4-6570-01A
78 years, female, white, stage:iia, dead, 188 days
378.4
TCGA-A6-6654-01A
65 years, female, white, stage:iiib, alive, 726 days
374.8
TCGA-AA-3696-01A
75 years, female, stage:iv, dead, 153 days
374.3
TCGA-AA-3554-01A
62 years, female, stage:iia, alive, 546 days
373.0
TCGA-D5-6928-01A
80 years, male, white, stage:iia, alive, 354 days
372.1
TCGA-AA-A02F-01A
68 years, female, stage:iv, alive, 1216 days
371.5
TCGA-A6-A566-01A
55 years, female, black or african american, stage:iiib, dead, 758 days
370.8
TCGA-D5-6920-01A
77 years, female, white, stage:iia, alive, 377 days
368.3
TCGA-G4-6625-01A
77 years, female, white, stage:iia, alive, 2792 days
365.8
TCGA-CM-6171-01A
77 years, female, white, stage:i, alive, 427 days
365.7
TCGA-A6-6140-01A
62 years, male, white, stage:iia, alive, 734 days
360.3
TCGA-DM-A1D9-01A
67 years, female, white, stage:iia, alive, 4270 days
359.6
TCGA-AA-3713-01A
68 years, male, stage:iv, alive, 579 days
354.9
TCGA-A6-6649-01A
66 years, male, white, stage:iiib, alive, 735 days
347.5
TCGA-A6-2671-01A
85 years, male, white, stage:iv, dead, 1331 days
346.2
TCGA-CK-5912-01A
82 years, male, white, stage:i, dead, 1493 days
342.9
TCGA-G4-6297-01A
55 years, female, white, stage:iv, alive, 2506 days
342.3
TCGA-CM-5348-01A
72 years, male, white, stage:iiib, alive, 699 days
341.7
TCGA-AA-3841-01A
66 years, male, stage:iia, alive, 1124 days
341.2
TCGA-AY-A69D-01A
55 years, female, black or african american, stage:iia, alive, 543 days
335.0
TCGA-A6-A565-01A
34 years, female, black or african american, stage:iiic, dead, 494 days
334.3
TCGA-CM-6675-01A
35 years, male, black or african american, stage:ivb, alive, 397 days
323.9
TCGA-F4-6459-01A
61 years, female, white, stage:iiib, dead, 262 days
323.1
TCGA-DM-A1D0-01A
79 years, female, white, stage:iia, alive, 3974 days
322.3
TCGA-AA-3520-01A
86 years, female, stage:ii, alive, 731 days
321.6
TCGA-AZ-6607-01A
69 years, male, white, stage:iv, dead, 97 days
320.4
TCGA-AA-A01Z-01A
68 years, male, stage:ii, alive, 1126 days
316.5
TCGA-AY-6196-01A
47 years, male, white, stage:iiic, alive, 6 days
308.1
TCGA-AA-A01D-01A
47 years, female, stage:iiic, dead, 334 days
305.3
TCGA-CM-6162-01A
48 years, female, white, stage:iiib, alive, 365 days
300.9
TCGA-QL-A97D-01A
84 years, female, black or african american, stage:i, alive, 666 days
294.7
TCGA-D5-6534-01A
62 years, female, white, stage:iia, alive, 1316 days
287.5
TCGA-NH-A6GC-01A
66 years, female, black or african american, stage:ivb, alive, 389 days
279.6
TCGA-NH-A50V-01A
69 years, male, black or african american, stage:iiib, alive, 588 days
257.4
TCGA-AA-3947-01A
60 years, female, stage:iib, alive, 1004 days
255.7
TCGA-G4-6321-01A
60 years, female, white, stage:iii, alive, 672 days
244.0
TCGA-A6-2677-01B
68 years, female, white, stage:iiic, dead, 740 days
235.2
TCGA-D5-6539-01A
45 years, female, white, alive, 380 days
229.6
TCGA-WS-AB45-01A
female, black or african american, stage:iia, alive, 2130 days
222.3
TCGA-AA-A004-01A
76 years, male, stage:iia, alive, 424 days
210.3
TCGA-A6-2672-01B
82 years, female, white, stage:iiib, alive, 1419 days
200.9
TCGA-A6-5656-01B
74 years, male, white, stage:i, alive, 1001 days
83.4
TCGA-A6-6781-01B
43 years, male, white, stage:iiic, alive, 598 days
74.2
TCGA-A6-2684-01C
75 years, female, white, stage:i, alive, 1127 days
The Human Protein Atlas project is funded
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