Genome-wide association studies of complex diseases,including nonalcoholic fatty liver disease(NAFLD),have demonstrated that a large number of variants are implicated in the susceptibility of multiple traits—a phenom...Genome-wide association studies of complex diseases,including nonalcoholic fatty liver disease(NAFLD),have demonstrated that a large number of variants are implicated in the susceptibility of multiple traits—a phenomenon known as pleiotropy that is increasingly being explored through phenome-wide association studies.We focused on the analysis of pleiotropy within variants associated with hematologic traits and NAFLD.We used information retrieved from large public National Health and Nutrition Examination Surveys,Genome-wide association studies,and phenome-wide association studies based on the general population and explored whether variants associated with NAFLD also present associations with blood cell-related traits.Next,we applied systems biology approaches to assess the potential biological connection/s between genes that predispose affected individuals to NAFLD and nonalcoholic steatohepatitis,and genes that modulate hematological-related traits—specifically platelet count.We reasoned that this analysis would allow the identification of potential molecular mediators that link NAFLD with platelets.Genes associated with platelet count are most highly expressed in the liver,followed by the pancreas,heart,and muscle.Conversely,genes associated with NAFLD presented high expression levels in the brain,lung,spleen,and colon.Functional mapping,gene prioritization,and functional analysis of the most significant loci(P<1×10-8)revealed that loci involved in the genetic modulation of platelet count presented significant enrichment in metabolic and energy balance pathways.In conclusion,variants in genes influencing NAFLD exhibit pleiotropic associations with hematologic traits,particularly platelet count.Likewise,significant enrichment of related genes with variants influencing platelet traits was noted in metabolic-related pathways.Hence,this approach yields novel mechanistic insights into NAFLD pathogenesis.展开更多
文摘Genome-wide association studies of complex diseases,including nonalcoholic fatty liver disease(NAFLD),have demonstrated that a large number of variants are implicated in the susceptibility of multiple traits—a phenomenon known as pleiotropy that is increasingly being explored through phenome-wide association studies.We focused on the analysis of pleiotropy within variants associated with hematologic traits and NAFLD.We used information retrieved from large public National Health and Nutrition Examination Surveys,Genome-wide association studies,and phenome-wide association studies based on the general population and explored whether variants associated with NAFLD also present associations with blood cell-related traits.Next,we applied systems biology approaches to assess the potential biological connection/s between genes that predispose affected individuals to NAFLD and nonalcoholic steatohepatitis,and genes that modulate hematological-related traits—specifically platelet count.We reasoned that this analysis would allow the identification of potential molecular mediators that link NAFLD with platelets.Genes associated with platelet count are most highly expressed in the liver,followed by the pancreas,heart,and muscle.Conversely,genes associated with NAFLD presented high expression levels in the brain,lung,spleen,and colon.Functional mapping,gene prioritization,and functional analysis of the most significant loci(P<1×10-8)revealed that loci involved in the genetic modulation of platelet count presented significant enrichment in metabolic and energy balance pathways.In conclusion,variants in genes influencing NAFLD exhibit pleiotropic associations with hematologic traits,particularly platelet count.Likewise,significant enrichment of related genes with variants influencing platelet traits was noted in metabolic-related pathways.Hence,this approach yields novel mechanistic insights into NAFLD pathogenesis.
