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Genotype	
  
Error	
  
Biological	
  
Heterogeneity	
  
Informa5c	
  
Noise	
  
Chemical/
Op5cal	
  Noise	
  
Interpretation
Failure!
A	
  
B	
  
	
  
	
  
	
  
C	
  
	
  
	
  
	
  
	
  
D	
  
A 	
   	
   	
   	
   	
   	
   	
   	
   	
   	
   	
   	
  B	
  
5-­‐10%	
  -­‐	
  Non-­‐reproducible	
  Regions	
  of	
  the	
  Genome	
   ~90-­‐95%	
  -­‐	
  Reproducible	
  Regions	
  of	
  the
Complete !
Genomics!
Overlap! 1000 Genomes!
15,309,617! 13,029,568!12,357,915!
A 	
   	
   	
   	
   	
   	
   	
   	
   	
   	
   	
  	
  	
  	
  	
  	
  	
  B	
  
C 	
   	
   	
   	
   	
   	
   	
   	
   	
   	
   	
   	
   	
   	
  	
  	
  D	
  
E 	
  	
  
Region
%(of(
genome
Gold 95.07%
Silver 2.95%
Bronze 0.02%
Lead 1.96%
50x 100x 200x
Gold 100% 100% 100%
Silver 85% 90% 94%
Bronze 54% 68% 82%
Lead 519 6,589 22,164
WGS5Concordance
0%#
1%#
2%#
3%#
Silver# Bronze# Lead#
%"of"Medically"
Relevant"SNVs"
N=32	
  WGS	
  of	
  replicate	
  DNA	
  @	
  30X	
  coverage	
  
(Rosenfeld,	
  Mason,	
  Smith,	
  2012)	
  
A)	
   B)	
   C)	
  
D)	
   E)	
   F)	
  
G)	
   H)	
   I)	
  
RM	
  Tracking	
  &	
  
Dissemina5on	
  
	
  
• RM	
  Maintenance	
  (Salit)	
  
• RM	
  distribu5on	
  (Zook)	
  
• RM	
  Tracking	
  (Mason)	
  
RM	
  Tes5ng	
  and	
  
Sequencing	
  Sites	
  
	
  	
  
• Cornell	
  (Mason,	
  Grills)	
  
• MSSM(Schadt,	
  Sebra)	
  
• ABRF	
  (Grills,	
  NARG)	
  
• Vendors	
  (ILM,	
  CG,	
  PAC,	
  LIF,	
  BIO)	
  
Informa5cs	
  and	
  	
  
Genome	
  Analysis	
  
	
  
• GCAT	
  (Mi_elm
• Arvados	
  (Zara
• Gmake	
  (Maso
A 	
   	
   	
   	
   	
   	
   	
  	
  	
  	
  	
  	
  	
  	
  	
  B 	
   	
   	
   	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  C	
  
CAG repeat CGG
74.74%	
  
0.55%	
  
19.01%	
  
5.60%	
  
0.10%	
  
Popula5on	
  
gene5cs	
  
Protein	
  
structure	
  
Sequence	
  
analysis	
  
Other	
  
Sequence	
  
alignment	
  
0	
  
20	
  
40	
  
60	
  
80	
  
100	
  
120	
  
140	
  
160	
  
2005	
  2006	
  2007	
  2008	
  2009	
  2010	
  2011	
  2012	
  
Number	
  of	
  users	
  
Year	
  
A 	
   	
   	
   	
   	
   	
   	
   	
   	
   	
  B	
  
A 	
   	
   	
   	
   	
   	
   	
   	
  B	
  
A 	
   	
   	
   	
   	
   	
   	
   	
   	
   	
  	
  	
  B 	
   	
   	
   	
  	
  	
  	
  	
  C	
  
D 	
   	
   	
   	
   	
   	
   	
   	
  	
  E 	
   	
   	
   	
   	
  	
  	
  	
  	
  	
  F	
  
Mason u41 grant figures

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Mason u41 grant figures

  • 1. Genotype   Error   Biological   Heterogeneity   Informa5c   Noise   Chemical/ Op5cal  Noise   Interpretation Failure! A  
  • 2. B         C           D  
  • 3. A                        B   5-­‐10%  -­‐  Non-­‐reproducible  Regions  of  the  Genome   ~90-­‐95%  -­‐  Reproducible  Regions  of  the
  • 4.
  • 5. Complete ! Genomics! Overlap! 1000 Genomes! 15,309,617! 13,029,568!12,357,915! A                                  B   C                                D   E     Region %(of( genome Gold 95.07% Silver 2.95% Bronze 0.02% Lead 1.96% 50x 100x 200x Gold 100% 100% 100% Silver 85% 90% 94% Bronze 54% 68% 82% Lead 519 6,589 22,164 WGS5Concordance 0%# 1%# 2%# 3%# Silver# Bronze# Lead# %"of"Medically" Relevant"SNVs" N=32  WGS  of  replicate  DNA  @  30X  coverage   (Rosenfeld,  Mason,  Smith,  2012)  
  • 6. A)   B)   C)   D)   E)   F)   G)   H)   I)  
  • 7. RM  Tracking  &   Dissemina5on     • RM  Maintenance  (Salit)   • RM  distribu5on  (Zook)   • RM  Tracking  (Mason)   RM  Tes5ng  and   Sequencing  Sites       • Cornell  (Mason,  Grills)   • MSSM(Schadt,  Sebra)   • ABRF  (Grills,  NARG)   • Vendors  (ILM,  CG,  PAC,  LIF,  BIO)   Informa5cs  and     Genome  Analysis     • GCAT  (Mi_elm • Arvados  (Zara • Gmake  (Maso
  • 8. A                              B                                          C  
  • 9.
  • 11.
  • 12. 74.74%   0.55%   19.01%   5.60%   0.10%   Popula5on   gene5cs   Protein   structure   Sequence   analysis   Other   Sequence   alignment   0   20   40   60   80   100   120   140   160   2005  2006  2007  2008  2009  2010  2011  2012   Number  of  users   Year   A                    B  
  • 13. A                B  
  • 14. A                        B                C   D                  E                    F