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Genetics of Gene Expression ,[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
In the beginning... ,[object Object],[object Object],[object Object],[object Object]
Genetics of gene expression ,[object Object],[object Object],[object Object]
Experimental design ,[object Object],[object Object],[object Object],[object Object]
Experimental design - methods ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experimental design - samples ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Definitions Cis Trans
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
First forays ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cowles  et al  2002 ,[object Object],[object Object],[object Object]
Yeast WG approaches ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Trans  hotspots Brem  et al  Science 2002
Yvert  et al  Nat Genet 2003
Mammals I ,[object Object],[object Object],Schadt  et al Nature 2003
Mammals II Chesler  et al  Nat Genet 2005 10% !!
Mammals III ,[object Object],[object Object],[object Object],[object Object],[object Object]
What's the deal with  trans ? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Logic
Examples ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Correlation networks persist across tissues
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Slide courtesy Alkes Price
Population differences could have non-genetic basis  •  Differences due to environment?  (Idaghdour et al. 2008)‏ •  Differences in cell line preparation? (Stranger et al. 2007)‏ •  Differences due to batch effects?  (Akey et al. 2007)‏ (Reviewed in Gilad et al. 2008)‏ Slide courtesy Alkes Price
Gene expression experiment Does gene expression in 60 CEU + 60 YRI vary with ancestry? Does gene expression in 89 AA vary with % Eur ancestry? 60 CEU + 60 YRI from HapMap, 89 AA from Coriell HD100AA Gene expression measurements at 4,197 genes obtained using Affymetrix Focus array c Slide courtesy Alkes Price
Gene expression differences in African Americans validate CEU-YRI differences c  = 0.43 (± 0.02)‏ ( P -value < 10 -25 )‏ 12%  ± 3% in cis Slide courtesy Alkes Price
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Does GGE matter? ,[object Object],[object Object],[object Object],[object Object]
Insight ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
IRGM  harbors a 20-kilobase deletion polymorphism immediately upstream IRGM Individuals Position on chr5 Slide courtesy Steve McCarroll McCarroll  et al., Nature Genetics , Sept. 2008 rs13361189 (strongest Crohn’s-associated SNP)‏
IRGM  structural haplotypes have altered expression Slide adapted, courtesy Steve McCarroll McCarroll  et al., Nature Genetics , Sept. 2008
IRGM expression levels influence the efficacy of autophagy McCarroll  et al., Nature Genetics , Sept. 2008 Slide adapted, courtesy Steve McCarroll
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Success? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Stuff we haven't covered ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 

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Genetics of gene expression primer

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  • 5.
  • 6.
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  • 10.
  • 11.
  • 12.
  • 13. Trans hotspots Brem et al Science 2002
  • 14. Yvert et al Nat Genet 2003
  • 15.
  • 16. Mammals II Chesler et al Nat Genet 2005 10% !!
  • 17.
  • 18.
  • 19.
  • 20.
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  • 25. Population differences could have non-genetic basis • Differences due to environment? (Idaghdour et al. 2008)‏ • Differences in cell line preparation? (Stranger et al. 2007)‏ • Differences due to batch effects? (Akey et al. 2007)‏ (Reviewed in Gilad et al. 2008)‏ Slide courtesy Alkes Price
  • 26. Gene expression experiment Does gene expression in 60 CEU + 60 YRI vary with ancestry? Does gene expression in 89 AA vary with % Eur ancestry? 60 CEU + 60 YRI from HapMap, 89 AA from Coriell HD100AA Gene expression measurements at 4,197 genes obtained using Affymetrix Focus array c Slide courtesy Alkes Price
  • 27. Gene expression differences in African Americans validate CEU-YRI differences c = 0.43 (± 0.02)‏ ( P -value < 10 -25 )‏ 12% ± 3% in cis Slide courtesy Alkes Price
  • 28.
  • 29.
  • 30.
  • 31. IRGM harbors a 20-kilobase deletion polymorphism immediately upstream IRGM Individuals Position on chr5 Slide courtesy Steve McCarroll McCarroll et al., Nature Genetics , Sept. 2008 rs13361189 (strongest Crohn’s-associated SNP)‏
  • 32. IRGM structural haplotypes have altered expression Slide adapted, courtesy Steve McCarroll McCarroll et al., Nature Genetics , Sept. 2008
  • 33. IRGM expression levels influence the efficacy of autophagy McCarroll et al., Nature Genetics , Sept. 2008 Slide adapted, courtesy Steve McCarroll
  • 34.
  • 35.
  • 36.
  • 37.  
  • 38.