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Saitama medical university
Saitama medical university
“it is now clear that common risk variants fail to
explain the vast majority of genetic heritability for any
human disease”




                                          Saitama medical university
Saitama medical university
Saitama medical university
Saitama medical university
Saitama medical university
Saitama medical university
Linkage
 SNP                     …                                   ?

GWAS               !
        SNP                                              ?

CNV           !!
                         Missing heritability        !
 GWAS          CNV                    rare variant   !
Exome              !!!           <=
Saitama medical university
Saitama medical university
Published Genome-Wide Associations through 3/2010,
     779 published GWA at p<5x10-8 for 148 traits
                                             NHGRI GWA Catalog
                                             www.genome.gov/GWAStudies




                                            Saitama medical university
Saitama medical university
Genomewide association studies and assessment of t... [N Engl J Med. 2010] - PubMed result
                                          http://www.ncbi.nlm.nih.gov/pubmed/20647212

                                                               Saitama medical university
Saitama medical university
Genomewide association studies and assessment of t... [N Engl J Med. 2010] - PubMed result
                                          http://www.ncbi.nlm.nih.gov/pubmed/20647212
Genomewide association studies and assessment of t... [N Engl J Med. 2010] - PubMed result
                                          http://www.ncbi.nlm.nih.gov/pubmed/20647212
Good GWAS




                          "longevity genes" study


                  Serious flaws revealed in "longevity genes" study : Genetic Future
http://scienceblogs.com/geneticfuture/2010/07/serious_potential_flaws_in_lon.php
Saitama medical university
Saitama medical university
Saitama medical university
*




GWAS                    common risk SNP          (Sibling)


 * After reproductive life?               Saitama medical university
Saitama medical university
Table 2 Selected disease associations with rare CNVs and common CNPs




CNV: Copy Number Variant
CNP: common (>= 5% MAF) Copy Number Polymorphism

                                                   Saitama medical university
2007 SNP   2010 CNP (CNV)
Saitama medical university
Linkage
 SNP                      …                                           ?

GWAS               !
        SNP                                                       ?

CNV           !!
                              Missing heritability            !
 GWAS          CNV                         rare variant       !
Exome              !!!   <=            /                  ?
Table 2 Selected disease associations with rare CNVs and common CNPs




CNV: Copy Number Variant
CNP: common (>= 5% MAF) Copy Number Polymorphism

                                                   Saitama medical university
Saitama medical university
Use of genome-wide expression data to mine the "Gr... [PLoS Genet. 2010] - PubMed result
http://www.ncbi.nlm.nih.gov/pubmed/20532202                                                Saitama medical university
Saitama medical university
Genomewide association studies and assessment of t... [N Engl J Med. 2010] - PubMed result
http://www.ncbi.nlm.nih.gov/pubmed/20647212
                                                                                             Saitama medical university
Use of genome-wide expression data to mine the "Gr... [PLoS Genet. 2010] - PubMed result
                                         http://www.ncbi.nlm.nih.gov/pubmed/20532202
Discovery and characterization of chromatin states... [Nat Biotechnol. 2010] - PubMed result
http://www.ncbi.nlm.nih.gov/pubmed/20657582
Functional impact of global rare copy number varia... [Nature. 2010] - PubMed result
                                     http://www.ncbi.nlm.nih.gov/pubmed/20531469


                                                 Saitama medical university
Saitama medical university
Saitama medical university
Saitama medical university
Saitama medical university
Saitama medical university
http://www.everystockphoto.com/photo.php?imageId=3021422
http://www.everystockphoto.com/photo.php?imageId=2095855
http://www.everystockphoto.com/photo.php?imageId=238810
http://www.everystockphoto.com/photo.php?imageId=2433714
Uncovering the roles of rare variants in common di... [Nat Rev Genet. 2010] - PubMed result
                                             http://www.ncbi.nlm.nih.gov/pubmed/20479773

                                                           Saitama medical university

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Nba 100824