Model selection emphasises the importance of non-chromosomal information in genetic studies

Reda Rawi, Mohamed El Anbari, Halima Bensmail

Research output: Contribution to journalArticle

Abstract

Ever since the case of the missing heritability was highlighted some years ago, scientists have been investigating various possible explanations for the issue. However, none of these explanations include non-chromosomal genetic information. Here we describe explicitly how chromosomal and non-chromosomal modifiers collectively influence the heritability of a trait, in this case, the growth rate of yeast. Our results show that the non-chromosomal contribution can be large, adding another dimension to the estimation of heritability. We also discovered, combining the strength of LASSO with model selection, that the interaction of chromosomal and non-chromosomal information is essential in describing phenotypes.

Original languageEnglish
Article numbere0117014
JournalPLoS One
Volume10
Issue number1
DOIs
Publication statusPublished - 27 Jan 2015

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ASJC Scopus subject areas

  • Agricultural and Biological Sciences(all)
  • Biochemistry, Genetics and Molecular Biology(all)
  • Medicine(all)

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