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10.1073/pnas.1517140113

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suck abstract from ncbi


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pmid26966232
      Proc+Natl+Acad+Sci+U+S+A 2016 ; 113 (13 ): E1835-43
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  • Identifying genetic modulators of the connectivity between transcription factors and their transcriptional targets #MMPMID26966232
  • Fazlollahi M ; Muroff I ; Lee E ; Causton HC ; Bussemaker HJ
  • Proc Natl Acad Sci U S A 2016[Mar]; 113 (13 ): E1835-43 PMID26966232 show ga
  • Regulation of gene expression by transcription factors (TFs) is highly dependent on genetic background and interactions with cofactors. Identifying specific context factors is a major challenge that requires new approaches. Here we show that exploiting natural variation is a potent strategy for probing functional interactions within gene regulatory networks. We developed an algorithm to identify genetic polymorphisms that modulate the regulatory connectivity between specific transcription factors and their target genes in vivo. As a proof of principle, we mapped connectivity quantitative trait loci (cQTLs) using parallel genotype and gene expression data for segregants from a cross between two strains of the yeast Saccharomyces cerevisiae We identified a nonsynonymous mutation in the DIG2 gene as a cQTL for the transcription factor Ste12p and confirmed this prediction empirically. We also identified three polymorphisms in TAF13 as putative modulators of regulation by Gcn4p. Our method has potential for revealing how genetic differences among individuals influence gene regulatory networks in any organism for which gene expression and genotype data are available along with information on binding preferences for transcription factors.
  • |*Gene Regulatory Networks [MESH]
  • |*Quantitative Trait Loci [MESH]
  • |Algorithms [MESH]
  • |Basic-Leucine Zipper Transcription Factors/genetics [MESH]
  • |Gene Expression Regulation, Fungal [MESH]
  • |Gene Ontology [MESH]
  • |Genes, Mating Type, Fungal/genetics [MESH]
  • |Models, Genetic [MESH]
  • |Mutation [MESH]
  • |Promoter Regions, Genetic [MESH]
  • |Reproducibility of Results [MESH]
  • |Saccharomyces cerevisiae Proteins/*genetics [MESH]
  • |Saccharomyces cerevisiae/genetics [MESH]


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