Literature DB >> 26140590

The Convergence of Systems and Reductionist Approaches in Complex Trait Analysis.

Evan G Williams1, Johan Auwerx2.   

Abstract

Research into the genetic and environmental factors behind complex trait variation has traditionally been segregated into distinct scientific camps. The reductionist approach aims to decrypt phenotypic variability bit by bit, founded on the underlying hypothesis that genome-to-phenome relations are largely constructed from the additive effects of their molecular players. In contrast, the systems approach aims to examine large-scale interactions of many components simultaneously, on the premise that interactions in gene networks can be both linear and non-linear. Both approaches are complementary, and they are becoming increasingly intertwined due to developments in gene editing tools, omics technologies, and population resources. Together, these strategies are beginning to drive the next era in complex trait research, paving the way to improve agriculture and toward more personalized medicine.
Copyright © 2015 Elsevier Inc. All rights reserved.

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Year:  2015        PMID: 26140590      PMCID: PMC4493761          DOI: 10.1016/j.cell.2015.06.024

Source DB:  PubMed          Journal:  Cell        ISSN: 0092-8674            Impact factor:   41.582


  89 in total

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Review 7.  The value of Arabidopsis research in understanding human disease states.

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5.  Mild inborn errors of metabolism in commonly used inbred mouse strains.

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6.  Systems genetics identifies Hp1bp3 as a novel modulator of cognitive aging.

Authors:  Sarah M Neuner; Benjamin P Garfinkel; Lynda A Wilmott; Bogna M Ignatowska-Jankowska; Ami Citri; Joseph Orly; Lu Lu; Rupert W Overall; Megan K Mulligan; Gerd Kempermann; Robert W Williams; Kristen M S O'Connell; Catherine C Kaczorowski
Journal:  Neurobiol Aging       Date:  2016-06-17       Impact factor: 4.673

Review 7.  Post-genomic behavioral genetics: From revolution to routine.

Authors:  D G Ashbrook; M K Mulligan; R W Williams
Journal:  Genes Brain Behav       Date:  2017-12-21       Impact factor: 3.449

8.  CoffeeProt: an online tool for correlation and functional enrichment of systems genetics data.

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9.  A platform for experimental precision medicine: The extended BXD mouse family.

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Review 10.  The Hybrid Mouse Diversity Panel: a resource for systems genetics analyses of metabolic and cardiovascular traits.

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Journal:  J Lipid Res       Date:  2016-04-19       Impact factor: 5.922

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