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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
590.2
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
1805.8
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
1480.4
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
1292.3
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
1275.2
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
1231.2
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
1225.3
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
1153.8
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
1127.0
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
1124.1
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
1033.4
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
1019.3
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
993.6
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
988.0
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
966.0
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
956.1
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
944.3
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
927.1
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
925.9
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
925.5
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
909.9
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
898.1
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
877.0
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
875.9
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
875.5
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
875.1
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
858.5
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
850.1
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
848.1
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
844.7
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
838.3
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
832.7
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
830.8
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
825.5
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
815.7
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
813.7
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
813.1
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
811.5
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
809.9
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
806.4
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
797.3
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
796.3
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
794.4
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
793.8
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
783.5
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
782.9
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
770.4
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
765.7
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
765.0
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
762.0
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
756.5
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
756.5
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
753.2
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
752.2
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
747.4
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
742.9
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
741.9
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
739.1
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
738.6
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
737.5
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
736.4
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
735.5
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
731.4
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
729.5
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
728.2
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
719.8
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
719.6
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
718.3
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
718.2
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
716.1
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
715.3
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
712.2
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
708.0
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
705.9
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
705.3
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
704.6
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
701.2
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
699.8
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
698.7
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
698.5
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
698.4
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
695.0
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
690.5
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
687.4
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
685.8
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
680.7
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
676.9
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
674.1
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
672.4
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
670.9
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
669.5
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
663.0
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
661.1
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
660.5
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
655.6
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
653.3
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
647.3
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
642.1
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
640.8
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
637.7
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
634.2
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
632.8
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
632.5
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
632.3
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
630.2
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
625.1
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
624.6
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
620.1
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
617.4
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
612.6
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
611.8
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
611.7
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
609.6
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
608.7
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
607.5
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
607.2
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
604.2
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
603.1
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
602.6
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
599.9
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
599.6
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
598.5
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
595.7
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
589.4
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
588.5
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
587.2
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
587.0
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
585.2
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
584.2
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
583.9
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
583.7
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
581.0
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
579.0
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
577.6
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
576.8
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
573.2
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
571.9
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
571.8
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
571.7
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
570.7
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
569.6
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
568.7
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
565.2
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
563.9
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
563.1
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
562.3
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
558.9
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
558.0
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
556.1
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
550.5
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
546.5
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
546.3
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
544.3
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
543.0
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
536.7
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
529.9
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
529.5
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
523.9
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
523.6
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
522.8
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
521.4
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
519.9
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
519.8
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
517.7
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
515.6
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
514.6
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
514.6
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
514.6
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
514.3
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
509.1
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
508.7
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
507.6
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
506.0
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
505.8
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
504.6
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
504.2
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
503.0
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
500.5
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
499.9
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
499.3
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
495.6
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
494.1
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
493.1
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
492.4
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
488.7
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
486.7
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
486.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
485.7
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
481.5
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
480.4
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
480.0
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
479.5
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
475.5
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
474.4
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
473.2
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
472.0
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
471.3
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
466.3
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
466.2
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
466.0
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
465.6
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
465.4
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
462.6
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
458.9
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
457.0
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
455.8
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
455.1
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
453.2
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
452.2
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
450.2
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
449.4
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
446.0
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
445.4
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
442.6
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
442.5
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
439.8
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
434.5
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
433.9
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
431.8
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
428.9
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
427.5
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
426.9
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
426.3
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
425.5
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
424.3
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
416.0
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
414.1
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
413.9
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
411.8
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
410.1
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
408.4
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
407.9
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
399.9
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
399.6
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
397.3
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
395.9
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
395.7
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
395.2
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
392.1
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
388.5
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
387.3
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
386.9
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
386.5
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
385.5
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
384.7
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
383.4
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
378.6
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
378.3
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
372.8
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
372.5
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
368.9
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
366.7
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
361.3
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
361.3
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
360.3
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
358.8
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
356.8
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
352.6
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
348.5
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
348.2
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
346.9
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
346.8
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
346.3
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
340.5
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
339.2
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
339.1
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
337.4
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
329.2
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
328.7
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
323.8
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
322.0
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
320.6
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
306.6
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
302.1
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
295.4
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
282.7
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
279.7
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
The Human Protein Atlas project is funded
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