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1.
Genetics ; 168(4): 2141-55, 2004 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-15611182

RESUMO

In one of the longest-running experiments in biology, researchers at the University of Illinois have selected for altered composition of the maize kernel since 1896. Here we use an association study to infer the genetic basis of dramatic changes that occurred in response to selection for changes in oil concentration. The study population was produced by a cross between the high- and low-selection lines at generation 70, followed by 10 generations of random mating and the derivation of 500 lines by selfing. These lines were genotyped for 488 genetic markers and the oil concentration was evaluated in replicated field trials. Three methods of analysis were tested in simulations for ability to detect quantitative trait loci (QTL). The most effective method was model selection in multiple regression. This method detected approximately 50 QTL accounting for approximately 50% of the genetic variance, suggesting that >50 QTL are involved. The QTL effect estimates are small and largely additive. About 20% of the QTL have negative effects (i.e., not predicted by the parental difference), which is consistent with hitchhiking and small population size during selection. The large number of QTL detected accounts for the smooth and sustained response to selection throughout the twentieth century.


Assuntos
Óleo de Milho/genética , Sementes/metabolismo , Seleção Genética , Zea mays/genética , Simulação por Computador , Óleo de Milho/metabolismo , Epistasia Genética , Genes Dominantes , Marcadores Genéticos , Variação Genética , Desequilíbrio de Ligação , Fenótipo , Locos de Características Quantitativas , Análise de Regressão , Zea mays/metabolismo
2.
J Nutr ; 133(1): 57-66, 2003 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-12514267

RESUMO

The gene expression profile in response to dietary docosahexaenoic acid rich oil for 6 wk was analyzed in the livers of male Sprague-Dawley rats to identify genes whose expression was regulated by dietary modification and correlated with serum lipid changes. Such genes may represent targets for intervention into cardiovascular health using nutraceuticals. High density glass microarrays containing approximately 7800 cloned expressed sequences from rat were used to identify those genes that responded to dietary long chain (n-3) fatty acids. In general, dietary long chain (n-3) fatty acids exhibited statistically significant lipid-lowering effects similar to a pharmaceutical alternative, fenofibrate, but showed narrower effects on the transcription of most of the genes assayed. The transcription patterns confirmed that the expression of several key genes involved in cholesterol metabolism, fatty acid beta-oxidation and lipogenesis was affected. These analyses indicated that stearoyl-coenzyme A (Delta9) desaturase, a key enzyme involved in the regulation of triglyceride biosynthesis and secretion, is a potential target for nutritional intervention for hyperlipidemia and cardiovascular health. In addition these results suggested that regulation of the farnesoid X receptor may be a key nutritionally regulated mediator of serum lipid changes. A nutritional product concept based on a convenient dietary aid demonstrated comparable efficacy with less spurious gene regulation than a pharmaceutical alternative.


Assuntos
Gorduras na Dieta/farmacologia , Ácidos Docosa-Hexaenoicos/farmacologia , Fenofibrato/farmacologia , Hipolipemiantes/farmacologia , Fígado/efeitos dos fármacos , Estearoil-CoA Dessaturase/fisiologia , Transcrição Gênica/efeitos dos fármacos , Animais , Gorduras na Dieta/administração & dosagem , Ácidos Docosa-Hexaenoicos/administração & dosagem , Fígado/metabolismo , Masculino , Ratos , Ratos Sprague-Dawley , Estearoil-CoA Dessaturase/genética , Transcrição Gênica/genética
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