Literature DB >> 24270809

The effects of genetic variation on gene expression dynamics during development.

Mirko Francesconi1, Ben Lehner2.   

Abstract

The development of a multicellular organism and physiological responses require massive coordinated changes in gene expression across several cell and tissue types. Polymorphic regions of the genome that influence gene expression levels have been identified by expression quantitative trait locus (eQTL) mapping in many species, including loci that have cell-dependent, tissue-dependent and age-dependent effects. However, there has been no comprehensive characterization of how polymorphisms influence the complex dynamic patterns of gene expression that occur during development and in physiology. Here we describe an efficient experimental design to infer gene expression dynamics from single expression profiles in different genotypes, and apply it to characterize the effect of local (cis) and distant (trans) genetic variation on gene expression at high temporal resolution throughout a 12-hour period of the development of Caenorhabditis elegans. Taking dynamic variation into account identifies >50% more cis-eQTLs, including more than 900 that alter the dynamics of expression during this period. Local sequence polymorphisms extensively affect the timing, rate, magnitude and shape of expression changes. Indeed, many local sequence variants both increase and decrease gene expression, depending on the time-point profiled. Expression dynamics during this 12-hour period are also influenced extensively in trans by distal loci. In particular, several trans loci influence genes with quite diverse dynamic expression patterns, but they do so primarily during a common time interval. Trans loci can therefore act as modifiers of expression during a particular period of development. This study provides the first characterization, to our knowledge, of the effect of local and distant genetic variation on the dynamics of gene expression throughout an extensive time period. Moreover, the approach developed here should facilitate the genetic dissection of other dynamic processes, including potentially development, physiology and disease progression in humans.

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Year:  2013        PMID: 24270809     DOI: 10.1038/nature12772

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  28 in total

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Journal:  Nature       Date:  2003-03-20       Impact factor: 49.962

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  57 in total

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3.  Repressive Gene Regulation Synchronizes Development with Cellular Metabolism.

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5.  Identification of context-dependent expression quantitative trait loci in whole blood.

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Journal:  Nat Genet       Date:  2016-12-05       Impact factor: 38.330

6.  Towards an integrated understanding of the biology of timing.

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7.  Beyond Genomic Prediction: Combining Different Types of omics Data Can Improve Prediction of Hybrid Performance in Maize.

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Journal:  Genetics       Date:  2018-01-23       Impact factor: 4.562

8.  Discovering Single Nucleotide Polymorphisms Regulating Human Gene Expression Using Allele Specific Expression from RNA-seq Data.

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Journal:  Genetics       Date:  2016-10-07       Impact factor: 4.562

Review 9.  The laboratory domestication of Caenorhabditis elegans.

Authors:  Mark G Sterken; L Basten Snoek; Jan E Kammenga; Erik C Andersen
Journal:  Trends Genet       Date:  2015-03-21       Impact factor: 11.639

10.  Short-term heritable variation overwhelms 200 generations of mutational variance for metabolic traits in Caenorhabditis elegans.

Authors:  Lindsay M Johnson; Olivia J Smith; Daniel A Hahn; Charles F Baer
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